diff --git a/.Rbuildignore b/.Rbuildignore
index bc7ae5d..f785dd9 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -1,7 +1,6 @@
^.*\.Rproj$
^\.Rproj\.user$
^scripts$
-cache_test_data
^README\.Rmd$
^cran-comments\.md$
^CRAN-RELEASE$
diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml
index f2a4d8b..0f8f734 100644
--- a/.github/workflows/R-CMD-check.yaml
+++ b/.github/workflows/R-CMD-check.yaml
@@ -36,7 +36,7 @@ jobs:
steps:
# https://github.com/actions/checkout
- - uses: actions/checkout@v3
+ - uses: actions/checkout@v4
# https://github.com/r-lib/actions/tree/v2/setup-pandoc
- uses: r-lib/actions/setup-pandoc@v2
@@ -51,7 +51,7 @@ jobs:
# https://github.com/r-lib/actions/tree/v2/setup-r-dependencies
- uses: r-lib/actions/setup-r-dependencies@v2
with:
- extra-packages: any::rcmdcheck
+ extra-packages: any::rcmdcheck, lme4?source, UCLATALL/JMRData
needs: check
# https://github.com/r-lib/actions/tree/v2/check-r-package
diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml
index 1675310..17c118b 100644
--- a/.github/workflows/test-coverage.yaml
+++ b/.github/workflows/test-coverage.yaml
@@ -14,7 +14,7 @@ jobs:
steps:
# https://github.com/actions/checkout
- - uses: actions/checkout@v3
+ - uses: actions/checkout@v4
# https://github.com/r-lib/actions/tree/v2/setup-r
- uses: r-lib/actions/setup-r@v2
@@ -24,7 +24,7 @@ jobs:
# https://github.com/r-lib/actions/tree/v2/setup-r-dependencies
- uses: r-lib/actions/setup-r-dependencies@v2
with:
- extra-packages: any::covr
+ extra-packages: any::covr, lme4?source, UCLATALL/JMRData
needs: coverage
- name: Test coverage
diff --git a/.gitignore b/.gitignore
index 3f63f40..8ac522d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,5 +5,8 @@
.Ruserdata
.Rapp.history
+# CRAN
+CRAN-SUBMISSION
+
# Mac file
.DS_Store
diff --git a/.lintr b/.lintr
index b988ac0..93a847a 100644
--- a/.lintr
+++ b/.lintr
@@ -1,7 +1,8 @@
linters: linters_with_defaults(
- line_length_linter(100),
+ line_length_linter(100),
commented_code_linter = NULL,
- object_usage_linter = NULL
+ object_usage_linter = NULL,
+ T_and_F_symbol_linter = NULL
)
exclusions: list(
"DESCRIPTION",
diff --git a/DESCRIPTION b/DESCRIPTION
index 8b8008b..9547255 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,10 +1,10 @@
Type: Package
Package: supernova
Title: Judd, McClelland, & Ryan Formatting for ANOVA Output
-Version: 2.5.8
-Date: 2023-11-03
+Version: 3.0.0
+Date: 2024-02-06
Authors@R: c(
- person("Adam", "Blake", , "adamblake@g.ucla.edu", role = c("cre", "aut"),
+ person("Adam", "Blake", , "adam@coursekata.org", role = c("cre", "aut"),
comment = c(ORCID = "0000-0001-7881-8652")),
person("Jeff", "Chrabaszcz", role = "aut"),
person("Ji", "Son", , "json2@calstatela.edu", role = "aut",
@@ -16,17 +16,13 @@ Description: Produces ANOVA tables in the format used by Judd, McClelland,
and Ryan (2017, ISBN: 978-1138819832) in their introductory textbook,
Data Analysis. This includes proportional reduction in error and
formatting to improve ease the transition between the book and R.
-License: AGPL (>= 3)
+License: GPL (>= 3)
URL: https://github.com/UCLATALL/supernova
BugReports: https://github.com/UCLATALL/supernova/issues
Depends:
R (>= 3.4.0)
Imports:
- backports,
cli,
- ggplot2,
- lifecycle,
- magrittr,
methods,
pillar (>= 1.5.0),
purrr,
@@ -37,8 +33,13 @@ Imports:
Suggests:
car,
covr,
+ dplyr (>= 1.0.0),
+ ggplot2,
lintr,
lme4,
+ magrittr,
+ readr,
+ remotes,
testthat (>= 2.1.0),
tidyr,
vdiffr
@@ -46,4 +47,4 @@ Config/testthat/edition: 3
Encoding: UTF-8
LazyData: yes
Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.2.3
+RoxygenNote: 7.3.1
diff --git a/LICENSE.md b/LICENSE.md
index fab6548..175443c 100644
--- a/LICENSE.md
+++ b/LICENSE.md
@@ -1,659 +1,595 @@
-GNU Affero General Public License
-=================================
+GNU General Public License
+==========================
-_Version 3, 19 November 2007_
-_Copyright (C) 2007 Free Software Foundation, Inc. <>_
+_Version 3, 29 June 2007_
+_Copyright © 2007 Free Software Foundation, Inc. <>_
-Everyone is permitted to copy and distribute verbatim copies of this
-license document, but changing it is not allowed.
+Everyone is permitted to copy and distribute verbatim copies of this license
+document, but changing it is not allowed.
## Preamble
-The GNU Affero General Public License is a free, copyleft license for
-software and other kinds of works, specifically designed to ensure
-cooperation with the community in the case of network server software.
-
-The licenses for most software and other practical works are designed
-to take away your freedom to share and change the works. By contrast,
-our General Public Licenses are intended to guarantee your freedom to
-share and change all versions of a program--to make sure it remains
-free software for all its users.
-
-When we speak of free software, we are referring to freedom, not
-price. Our General Public Licenses are designed to make sure that you
-have the freedom to distribute copies of free software (and charge for
-them if you wish), that you receive source code or can get it if you
-want it, that you can change the software or use pieces of it in new
-free programs, and that you know you can do these things.
-
-Developers that use our General Public Licenses protect your rights
-with two steps: (1) assert copyright on the software, and (2) offer
-you this License which gives you legal permission to copy, distribute
-and/or modify the software.
-
-A secondary benefit of defending all users' freedom is that
-improvements made in alternate versions of the program, if they
-receive widespread use, become available for other developers to
-incorporate. Many developers of free software are heartened and
-encouraged by the resulting cooperation. However, in the case of
-software used on network servers, this result may fail to come about.
-The GNU General Public License permits making a modified version and
-letting the public access it on a server without ever releasing its
-source code to the public.
-
-The GNU Affero General Public License is designed specifically to
-ensure that, in such cases, the modified source code becomes available
-to the community. It requires the operator of a network server to
-provide the source code of the modified version running there to the
-users of that server. Therefore, public use of a modified version, on
-a publicly accessible server, gives the public access to the source
-code of the modified version.
-
-An older license, called the Affero General Public License and
-published by Affero, was designed to accomplish similar goals. This is
-a different license, not a version of the Affero GPL, but Affero has
-released a new version of the Affero GPL which permits relicensing
-under this license.
-
-The precise terms and conditions for copying, distribution and
-modification follow.
+The GNU General Public License is a free, copyleft license for software and other
+kinds of works.
+
+The licenses for most software and other practical works are designed to take away
+your freedom to share and change the works. By contrast, the GNU General Public
+License is intended to guarantee your freedom to share and change all versions of a
+program--to make sure it remains free software for all its users. We, the Free
+Software Foundation, use the GNU General Public License for most of our software; it
+applies also to any other work released this way by its authors. You can apply it to
+your programs, too.
+
+When we speak of free software, we are referring to freedom, not price. Our General
+Public Licenses are designed to make sure that you have the freedom to distribute
+copies of free software (and charge for them if you wish), that you receive source
+code or can get it if you want it, that you can change the software or use pieces of
+it in new free programs, and that you know you can do these things.
+
+To protect your rights, we need to prevent others from denying you these rights or
+asking you to surrender the rights. Therefore, you have certain responsibilities if
+you distribute copies of the software, or if you modify it: responsibilities to
+respect the freedom of others.
+
+For example, if you distribute copies of such a program, whether gratis or for a fee,
+you must pass on to the recipients the same freedoms that you received. You must make
+sure that they, too, receive or can get the source code. And you must show them these
+terms so they know their rights.
+
+Developers that use the GNU GPL protect your rights with two steps: **(1)** assert
+copyright on the software, and **(2)** offer you this License giving you legal permission
+to copy, distribute and/or modify it.
+
+For the developers' and authors' protection, the GPL clearly explains that there is
+no warranty for this free software. For both users' and authors' sake, the GPL
+requires that modified versions be marked as changed, so that their problems will not
+be attributed erroneously to authors of previous versions.
+
+Some devices are designed to deny users access to install or run modified versions of
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+systematic pattern of such abuse occurs in the area of products for individuals to
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+Finally, every program is threatened constantly by software patents. States should
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+
+The precise terms and conditions for copying, distribution and modification follow.
## TERMS AND CONDITIONS
-### 0. Definitions.
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-"This License" refers to version 3 of the GNU Affero General Public
-License.
+“This License” refers to version 3 of the GNU General Public License.
+
+“Copyright” also means copyright-like laws that apply to other kinds of
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+“recipients” may be individuals or organizations.
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+
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+applicable copyright law, except executing it on a computer or modifying a private
+copy. Propagation includes copying, distribution (with or without modification),
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+
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-"Copyright" also means copyright-like laws that apply to other kinds
-of works, such as semiconductor masks.
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+The “System Libraries” of an executable work include anything, other than
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+The Corresponding Source for a work in source code form is that same work.
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+### 2. Basic Permissions
+
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+explicitly affirms your unlimited permission to run the unmodified Program. The
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+of fair use or other equivalent, as provided by copyright law.
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+You may make, run and propagate covered works that you do not convey, without
+conditions so long as your license otherwise remains in force. You may convey covered
+works to others for the sole purpose of having them make modifications exclusively
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+exclusively on your behalf, under your direction and control, on terms that prohibit
+them from making any copies of your copyrighted material outside their relationship
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+
+Conveying under any other circumstances is permitted solely under the conditions
+stated below. Sublicensing is not allowed; section 10 makes it unnecessary.
+
+### 3. Protecting Users' Legal Rights From Anti-Circumvention Law
+
+No covered work shall be deemed part of an effective technological measure under any
+applicable law fulfilling obligations under article 11 of the WIPO copyright treaty
+adopted on 20 December 1996, or similar laws prohibiting or restricting circumvention
+of such measures.
+
+When you convey a covered work, you waive any legal power to forbid circumvention of
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+intention to limit operation or modification of the work as a means of enforcing,
+against the work's users, your or third parties' legal rights to forbid circumvention
+of technological measures.
+
+### 4. Conveying Verbatim Copies
+
+You may convey verbatim copies of the Program's source code as you receive it, in any
+medium, provided that you conspicuously and appropriately publish on each copy an
+appropriate copyright notice; keep intact all notices stating that this License and
+any non-permissive terms added in accord with section 7 apply to the code; keep
+intact all notices of the absence of any warranty; and give all recipients a copy of
+this License along with the Program.
+
+You may charge any price or no price for each copy that you convey, and you may offer
+support or warranty protection for a fee.
+
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+You may convey a work based on the Program, or the modifications to produce it from
+the Program, in the form of source code under the terms of section 4, provided that
+you also meet all of these conditions:
+
+* **a)** The work must carry prominent notices stating that you modified it, and giving a
+relevant date.
+* **b)** The work must carry prominent notices stating that it is released under this
+License and any conditions added under section 7. This requirement modifies the
+requirement in section 4 to “keep intact all notices”.
+* **c)** You must license the entire work, as a whole, under this License to anyone who
+comes into possession of a copy. This License will therefore apply, along with any
+applicable section 7 additional terms, to the whole of the work, and all its parts,
+regardless of how they are packaged. This License gives no permission to license the
+work in any other way, but it does not invalidate such permission if you have
+separately received it.
+* **d)** If the work has interactive user interfaces, each must display Appropriate Legal
+Notices; however, if the Program has interactive interfaces that do not display
+Appropriate Legal Notices, your work need not make them do so.
+
+A compilation of a covered work with other separate and independent works, which are
+not by their nature extensions of the covered work, and which are not combined with
+it such as to form a larger program, in or on a volume of a storage or distribution
+medium, is called an “aggregate” if the compilation and its resulting
+copyright are not used to limit the access or legal rights of the compilation's users
+beyond what the individual works permit. Inclusion of a covered work in an aggregate
+does not cause this License to apply to the other parts of the aggregate.
+
+### 6. Conveying Non-Source Forms
+
+You may convey a covered work in object code form under the terms of sections 4 and
+5, provided that you also convey the machine-readable Corresponding Source under the
+terms of this License, in one of these ways:
+
+* **a)** Convey the object code in, or embodied in, a physical product (including a
+physical distribution medium), accompanied by the Corresponding Source fixed on a
+durable physical medium customarily used for software interchange.
+* **b)** Convey the object code in, or embodied in, a physical product (including a
+physical distribution medium), accompanied by a written offer, valid for at least
+three years and valid for as long as you offer spare parts or customer support for
+that product model, to give anyone who possesses the object code either **(1)** a copy of
+the Corresponding Source for all the software in the product that is covered by this
+License, on a durable physical medium customarily used for software interchange, for
+a price no more than your reasonable cost of physically performing this conveying of
+source, or **(2)** access to copy the Corresponding Source from a network server at no
+charge.
+* **c)** Convey individual copies of the object code with a copy of the written offer to
+provide the Corresponding Source. This alternative is allowed only occasionally and
+noncommercially, and only if you received the object code with such an offer, in
+accord with subsection 6b.
+* **d)** Convey the object code by offering access from a designated place (gratis or for
+a charge), and offer equivalent access to the Corresponding Source in the same way
+through the same place at no further charge. You need not require recipients to copy
+the Corresponding Source along with the object code. If the place to copy the object
+code is a network server, the Corresponding Source may be on a different server
+(operated by you or a third party) that supports equivalent copying facilities,
+provided you maintain clear directions next to the object code saying where to find
+the Corresponding Source. Regardless of what server hosts the Corresponding Source,
+you remain obligated to ensure that it is available for as long as needed to satisfy
+these requirements.
+* **e)** Convey the object code using peer-to-peer transmission, provided you inform
+other peers where the object code and Corresponding Source of the work are being
+offered to the general public at no charge under subsection 6d.
+
+A separable portion of the object code, whose source code is excluded from the
+Corresponding Source as a System Library, need not be included in conveying the
+object code work.
+
+A “User Product” is either **(1)** a “consumer product”, which
+means any tangible personal property which is normally used for personal, family, or
+household purposes, or **(2)** anything designed or sold for incorporation into a
+dwelling. In determining whether a product is a consumer product, doubtful cases
+shall be resolved in favor of coverage. For a particular product received by a
+particular user, “normally used” refers to a typical or common use of
+that class of product, regardless of the status of the particular user or of the way
+in which the particular user actually uses, or expects or is expected to use, the
+product. A product is a consumer product regardless of whether the product has
+substantial commercial, industrial or non-consumer uses, unless such uses represent
+the only significant mode of use of the product.
+
+“Installation Information” for a User Product means any methods,
+procedures, authorization keys, or other information required to install and execute
+modified versions of a covered work in that User Product from a modified version of
+its Corresponding Source. The information must suffice to ensure that the continued
+functioning of the modified object code is in no case prevented or interfered with
solely because modification has been made.
-If you convey an object code work under this section in, or with, or
-specifically for use in, a User Product, and the conveying occurs as
-part of a transaction in which the right of possession and use of the
-User Product is transferred to the recipient in perpetuity or for a
-fixed term (regardless of how the transaction is characterized), the
-Corresponding Source conveyed under this section must be accompanied
-by the Installation Information. But this requirement does not apply
-if neither you nor any third party retains the ability to install
-modified object code on the User Product (for example, the work has
-been installed in ROM).
-
-The requirement to provide Installation Information does not include a
-requirement to continue to provide support service, warranty, or
-updates for a work that has been modified or installed by the
-recipient, or for the User Product in which it has been modified or
-installed. Access to a network may be denied when the modification
-itself materially and adversely affects the operation of the network
-or violates the rules and protocols for communication across the
-network.
-
-Corresponding Source conveyed, and Installation Information provided,
-in accord with this section must be in a format that is publicly
-documented (and with an implementation available to the public in
-source code form), and must require no special password or key for
-unpacking, reading or copying.
-
-### 7. Additional Terms.
-
-"Additional permissions" are terms that supplement the terms of this
-License by making exceptions from one or more of its conditions.
-Additional permissions that are applicable to the entire Program shall
-be treated as though they were included in this License, to the extent
-that they are valid under applicable law. If additional permissions
-apply only to part of the Program, that part may be used separately
-under those permissions, but the entire Program remains governed by
+If you convey an object code work under this section in, or with, or specifically for
+use in, a User Product, and the conveying occurs as part of a transaction in which
+the right of possession and use of the User Product is transferred to the recipient
+in perpetuity or for a fixed term (regardless of how the transaction is
+characterized), the Corresponding Source conveyed under this section must be
+accompanied by the Installation Information. But this requirement does not apply if
+neither you nor any third party retains the ability to install modified object code
+on the User Product (for example, the work has been installed in ROM).
+
+The requirement to provide Installation Information does not include a requirement to
+continue to provide support service, warranty, or updates for a work that has been
+modified or installed by the recipient, or for the User Product in which it has been
+modified or installed. Access to a network may be denied when the modification itself
+materially and adversely affects the operation of the network or violates the rules
+and protocols for communication across the network.
+
+Corresponding Source conveyed, and Installation Information provided, in accord with
+this section must be in a format that is publicly documented (and with an
+implementation available to the public in source code form), and must require no
+special password or key for unpacking, reading or copying.
+
+### 7. Additional Terms
+
+“Additional permissions” are terms that supplement the terms of this
+License by making exceptions from one or more of its conditions. Additional
+permissions that are applicable to the entire Program shall be treated as though they
+were included in this License, to the extent that they are valid under applicable
+law. If additional permissions apply only to part of the Program, that part may be
+used separately under those permissions, but the entire Program remains governed by
this License without regard to the additional permissions.
-When you convey a copy of a covered work, you may at your option
-remove any additional permissions from that copy, or from any part of
-it. (Additional permissions may be written to require their own
-removal in certain cases when you modify the work.) You may place
-additional permissions on material, added by you to a covered work,
-for which you have or can give appropriate copyright permission.
-
-Notwithstanding any other provision of this License, for material you
-add to a covered work, you may (if authorized by the copyright holders
-of that material) supplement the terms of this License with terms:
-
-- a) Disclaiming warranty or limiting liability differently from the
- terms of sections 15 and 16 of this License; or
-- b) Requiring preservation of specified reasonable legal notices or
- author attributions in that material or in the Appropriate Legal
- Notices displayed by works containing it; or
-- c) Prohibiting misrepresentation of the origin of that material,
- or requiring that modified versions of such material be marked in
- reasonable ways as different from the original version; or
-- d) Limiting the use for publicity purposes of names of licensors
- or authors of the material; or
-- e) Declining to grant rights under trademark law for use of some
- trade names, trademarks, or service marks; or
-- f) Requiring indemnification of licensors and authors of that
- material by anyone who conveys the material (or modified versions
- of it) with contractual assumptions of liability to the recipient,
- for any liability that these contractual assumptions directly
- impose on those licensors and authors.
-
-All other non-permissive additional terms are considered "further
-restrictions" within the meaning of section 10. If the Program as you
-received it, or any part of it, contains a notice stating that it is
-governed by this License along with a term that is a further
-restriction, you may remove that term. If a license document contains
-a further restriction but permits relicensing or conveying under this
-License, you may add to a covered work material governed by the terms
-of that license document, provided that the further restriction does
-not survive such relicensing or conveying.
-
-If you add terms to a covered work in accord with this section, you
-must place, in the relevant source files, a statement of the
-additional terms that apply to those files, or a notice indicating
-where to find the applicable terms.
-
-Additional terms, permissive or non-permissive, may be stated in the
-form of a separately written license, or stated as exceptions; the
-above requirements apply either way.
-
-### 8. Termination.
-
-You may not propagate or modify a covered work except as expressly
-provided under this License. Any attempt otherwise to propagate or
-modify it is void, and will automatically terminate your rights under
-this License (including any patent licenses granted under the third
-paragraph of section 11).
-
-However, if you cease all violation of this License, then your license
-from a particular copyright holder is reinstated (a) provisionally,
-unless and until the copyright holder explicitly and finally
-terminates your license, and (b) permanently, if the copyright holder
-fails to notify you of the violation by some reasonable means prior to
-60 days after the cessation.
-
-Moreover, your license from a particular copyright holder is
-reinstated permanently if the copyright holder notifies you of the
-violation by some reasonable means, this is the first time you have
-received notice of violation of this License (for any work) from that
-copyright holder, and you cure the violation prior to 30 days after
+When you convey a copy of a covered work, you may at your option remove any
+additional permissions from that copy, or from any part of it. (Additional
+permissions may be written to require their own removal in certain cases when you
+modify the work.) You may place additional permissions on material, added by you to a
+covered work, for which you have or can give appropriate copyright permission.
+
+Notwithstanding any other provision of this License, for material you add to a
+covered work, you may (if authorized by the copyright holders of that material)
+supplement the terms of this License with terms:
+
+* **a)** Disclaiming warranty or limiting liability differently from the terms of
+sections 15 and 16 of this License; or
+* **b)** Requiring preservation of specified reasonable legal notices or author
+attributions in that material or in the Appropriate Legal Notices displayed by works
+containing it; or
+* **c)** Prohibiting misrepresentation of the origin of that material, or requiring that
+modified versions of such material be marked in reasonable ways as different from the
+original version; or
+* **d)** Limiting the use for publicity purposes of names of licensors or authors of the
+material; or
+* **e)** Declining to grant rights under trademark law for use of some trade names,
+trademarks, or service marks; or
+* **f)** Requiring indemnification of licensors and authors of that material by anyone
+who conveys the material (or modified versions of it) with contractual assumptions of
+liability to the recipient, for any liability that these contractual assumptions
+directly impose on those licensors and authors.
+
+All other non-permissive additional terms are considered “further
+restrictions” within the meaning of section 10. If the Program as you received
+it, or any part of it, contains a notice stating that it is governed by this License
+along with a term that is a further restriction, you may remove that term. If a
+license document contains a further restriction but permits relicensing or conveying
+under this License, you may add to a covered work material governed by the terms of
+that license document, provided that the further restriction does not survive such
+relicensing or conveying.
+
+If you add terms to a covered work in accord with this section, you must place, in
+the relevant source files, a statement of the additional terms that apply to those
+files, or a notice indicating where to find the applicable terms.
+
+Additional terms, permissive or non-permissive, may be stated in the form of a
+separately written license, or stated as exceptions; the above requirements apply
+either way.
+
+### 8. Termination
+
+You may not propagate or modify a covered work except as expressly provided under
+this License. Any attempt otherwise to propagate or modify it is void, and will
+automatically terminate your rights under this License (including any patent licenses
+granted under the third paragraph of section 11).
+
+However, if you cease all violation of this License, then your license from a
+particular copyright holder is reinstated **(a)** provisionally, unless and until the
+copyright holder explicitly and finally terminates your license, and **(b)** permanently,
+if the copyright holder fails to notify you of the violation by some reasonable means
+prior to 60 days after the cessation.
+
+Moreover, your license from a particular copyright holder is reinstated permanently
+if the copyright holder notifies you of the violation by some reasonable means, this
+is the first time you have received notice of violation of this License (for any
+work) from that copyright holder, and you cure the violation prior to 30 days after
your receipt of the notice.
-Termination of your rights under this section does not terminate the
-licenses of parties who have received copies or rights from you under
-this License. If your rights have been terminated and not permanently
-reinstated, you do not qualify to receive new licenses for the same
-material under section 10.
-
-### 9. Acceptance Not Required for Having Copies.
-
-You are not required to accept this License in order to receive or run
-a copy of the Program. Ancillary propagation of a covered work
-occurring solely as a consequence of using peer-to-peer transmission
-to receive a copy likewise does not require acceptance. However,
-nothing other than this License grants you permission to propagate or
-modify any covered work. These actions infringe copyright if you do
-not accept this License. Therefore, by modifying or propagating a
-covered work, you indicate your acceptance of this License to do so.
-
-### 10. Automatic Licensing of Downstream Recipients.
-
-Each time you convey a covered work, the recipient automatically
-receives a license from the original licensors, to run, modify and
-propagate that work, subject to this License. You are not responsible
-for enforcing compliance by third parties with this License.
-
-An "entity transaction" is a transaction transferring control of an
-organization, or substantially all assets of one, or subdividing an
-organization, or merging organizations. If propagation of a covered
-work results from an entity transaction, each party to that
-transaction who receives a copy of the work also receives whatever
-licenses to the work the party's predecessor in interest had or could
-give under the previous paragraph, plus a right to possession of the
-Corresponding Source of the work from the predecessor in interest, if
-the predecessor has it or can get it with reasonable efforts.
-
-You may not impose any further restrictions on the exercise of the
-rights granted or affirmed under this License. For example, you may
-not impose a license fee, royalty, or other charge for exercise of
-rights granted under this License, and you may not initiate litigation
-(including a cross-claim or counterclaim in a lawsuit) alleging that
-any patent claim is infringed by making, using, selling, offering for
-sale, or importing the Program or any portion of it.
-
-### 11. Patents.
-
-A "contributor" is a copyright holder who authorizes use under this
-License of the Program or a work on which the Program is based. The
-work thus licensed is called the contributor's "contributor version".
-
-A contributor's "essential patent claims" are all patent claims owned
-or controlled by the contributor, whether already acquired or
-hereafter acquired, that would be infringed by some manner, permitted
-by this License, of making, using, or selling its contributor version,
-but do not include claims that would be infringed only as a
-consequence of further modification of the contributor version. For
-purposes of this definition, "control" includes the right to grant
-patent sublicenses in a manner consistent with the requirements of
-this License.
-
-Each contributor grants you a non-exclusive, worldwide, royalty-free
-patent license under the contributor's essential patent claims, to
-make, use, sell, offer for sale, import and otherwise run, modify and
-propagate the contents of its contributor version.
-
-In the following three paragraphs, a "patent license" is any express
-agreement or commitment, however denominated, not to enforce a patent
-(such as an express permission to practice a patent or covenant not to
-sue for patent infringement). To "grant" such a patent license to a
-party means to make such an agreement or commitment not to enforce a
-patent against the party.
-
-If you convey a covered work, knowingly relying on a patent license,
-and the Corresponding Source of the work is not available for anyone
-to copy, free of charge and under the terms of this License, through a
-publicly available network server or other readily accessible means,
-then you must either (1) cause the Corresponding Source to be so
-available, or (2) arrange to deprive yourself of the benefit of the
-patent license for this particular work, or (3) arrange, in a manner
-consistent with the requirements of this License, to extend the patent
-license to downstream recipients. "Knowingly relying" means you have
-actual knowledge that, but for the patent license, your conveying the
-covered work in a country, or your recipient's use of the covered work
-in a country, would infringe one or more identifiable patents in that
-country that you have reason to believe are valid.
-
-If, pursuant to or in connection with a single transaction or
-arrangement, you convey, or propagate by procuring conveyance of, a
-covered work, and grant a patent license to some of the parties
-receiving the covered work authorizing them to use, propagate, modify
-or convey a specific copy of the covered work, then the patent license
-you grant is automatically extended to all recipients of the covered
-work and works based on it.
-
-A patent license is "discriminatory" if it does not include within the
-scope of its coverage, prohibits the exercise of, or is conditioned on
-the non-exercise of one or more of the rights that are specifically
-granted under this License. You may not convey a covered work if you
-are a party to an arrangement with a third party that is in the
-business of distributing software, under which you make payment to the
-third party based on the extent of your activity of conveying the
-work, and under which the third party grants, to any of the parties
-who would receive the covered work from you, a discriminatory patent
-license (a) in connection with copies of the covered work conveyed by
-you (or copies made from those copies), or (b) primarily for and in
-connection with specific products or compilations that contain the
-covered work, unless you entered into that arrangement, or that patent
-license was granted, prior to 28 March 2007.
-
-Nothing in this License shall be construed as excluding or limiting
-any implied license or other defenses to infringement that may
-otherwise be available to you under applicable patent law.
-
-### 12. No Surrender of Others' Freedom.
-
-If conditions are imposed on you (whether by court order, agreement or
-otherwise) that contradict the conditions of this License, they do not
-excuse you from the conditions of this License. If you cannot convey a
-covered work so as to satisfy simultaneously your obligations under
-this License and any other pertinent obligations, then as a
-consequence you may not convey it at all. For example, if you agree to
-terms that obligate you to collect a royalty for further conveying
-from those to whom you convey the Program, the only way you could
-satisfy both those terms and this License would be to refrain entirely
-from conveying the Program.
-
-### 13. Remote Network Interaction; Use with the GNU General Public License.
-
-Notwithstanding any other provision of this License, if you modify the
-Program, your modified version must prominently offer all users
-interacting with it remotely through a computer network (if your
-version supports such interaction) an opportunity to receive the
-Corresponding Source of your version by providing access to the
-Corresponding Source from a network server at no charge, through some
-standard or customary means of facilitating copying of software. This
-Corresponding Source shall include the Corresponding Source for any
-work covered by version 3 of the GNU General Public License that is
-incorporated pursuant to the following paragraph.
-
-Notwithstanding any other provision of this License, you have
-permission to link or combine any covered work with a work licensed
-under version 3 of the GNU General Public License into a single
-combined work, and to convey the resulting work. The terms of this
-License will continue to apply to the part which is the covered work,
-but the work with which it is combined will remain governed by version
-3 of the GNU General Public License.
-
-### 14. Revised Versions of this License.
-
-The Free Software Foundation may publish revised and/or new versions
-of the GNU Affero General Public License from time to time. Such new
-versions will be similar in spirit to the present version, but may
-differ in detail to address new problems or concerns.
-
-Each version is given a distinguishing version number. If the Program
-specifies that a certain numbered version of the GNU Affero General
-Public License "or any later version" applies to it, you have the
-option of following the terms and conditions either of that numbered
-version or of any later version published by the Free Software
-Foundation. If the Program does not specify a version number of the
-GNU Affero General Public License, you may choose any version ever
-published by the Free Software Foundation.
-
-If the Program specifies that a proxy can decide which future versions
-of the GNU Affero General Public License can be used, that proxy's
-public statement of acceptance of a version permanently authorizes you
-to choose that version for the Program.
-
-Later license versions may give you additional or different
-permissions. However, no additional obligations are imposed on any
-author or copyright holder as a result of your choosing to follow a
-later version.
-
-### 15. Disclaimer of Warranty.
-
-THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
-APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
-HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT
-WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND
-PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE
-DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR
-CORRECTION.
-
-### 16. Limitation of Liability.
-
-IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
-WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR
-CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES,
-INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES
-ARISING OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT
-NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR
-LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM
-TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER
-PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
-
-### 17. Interpretation of Sections 15 and 16.
-
-If the disclaimer of warranty and limitation of liability provided
-above cannot be given local legal effect according to their terms,
-reviewing courts shall apply local law that most closely approximates
-an absolute waiver of all civil liability in connection with the
-Program, unless a warranty or assumption of liability accompanies a
-copy of the Program in return for a fee.
-
-END OF TERMS AND CONDITIONS
+Termination of your rights under this section does not terminate the licenses of
+parties who have received copies or rights from you under this License. If your
+rights have been terminated and not permanently reinstated, you do not qualify to
+receive new licenses for the same material under section 10.
+
+### 9. Acceptance Not Required for Having Copies
+
+You are not required to accept this License in order to receive or run a copy of the
+Program. Ancillary propagation of a covered work occurring solely as a consequence of
+using peer-to-peer transmission to receive a copy likewise does not require
+acceptance. However, nothing other than this License grants you permission to
+propagate or modify any covered work. These actions infringe copyright if you do not
+accept this License. Therefore, by modifying or propagating a covered work, you
+indicate your acceptance of this License to do so.
+
+### 10. Automatic Licensing of Downstream Recipients
+
+Each time you convey a covered work, the recipient automatically receives a license
+from the original licensors, to run, modify and propagate that work, subject to this
+License. You are not responsible for enforcing compliance by third parties with this
+License.
+
+An “entity transaction” is a transaction transferring control of an
+organization, or substantially all assets of one, or subdividing an organization, or
+merging organizations. If propagation of a covered work results from an entity
+transaction, each party to that transaction who receives a copy of the work also
+receives whatever licenses to the work the party's predecessor in interest had or
+could give under the previous paragraph, plus a right to possession of the
+Corresponding Source of the work from the predecessor in interest, if the predecessor
+has it or can get it with reasonable efforts.
+
+You may not impose any further restrictions on the exercise of the rights granted or
+affirmed under this License. For example, you may not impose a license fee, royalty,
+or other charge for exercise of rights granted under this License, and you may not
+initiate litigation (including a cross-claim or counterclaim in a lawsuit) alleging
+that any patent claim is infringed by making, using, selling, offering for sale, or
+importing the Program or any portion of it.
+
+### 11. Patents
+
+A “contributor” is a copyright holder who authorizes use under this
+License of the Program or a work on which the Program is based. The work thus
+licensed is called the contributor's “contributor version”.
+
+A contributor's “essential patent claims” are all patent claims owned or
+controlled by the contributor, whether already acquired or hereafter acquired, that
+would be infringed by some manner, permitted by this License, of making, using, or
+selling its contributor version, but do not include claims that would be infringed
+only as a consequence of further modification of the contributor version. For
+purposes of this definition, “control” includes the right to grant patent
+sublicenses in a manner consistent with the requirements of this License.
+
+Each contributor grants you a non-exclusive, worldwide, royalty-free patent license
+under the contributor's essential patent claims, to make, use, sell, offer for sale,
+import and otherwise run, modify and propagate the contents of its contributor
+version.
+
+In the following three paragraphs, a “patent license” is any express
+agreement or commitment, however denominated, not to enforce a patent (such as an
+express permission to practice a patent or covenant not to sue for patent
+infringement). To “grant” such a patent license to a party means to make
+such an agreement or commitment not to enforce a patent against the party.
+
+If you convey a covered work, knowingly relying on a patent license, and the
+Corresponding Source of the work is not available for anyone to copy, free of charge
+and under the terms of this License, through a publicly available network server or
+other readily accessible means, then you must either **(1)** cause the Corresponding
+Source to be so available, or **(2)** arrange to deprive yourself of the benefit of the
+patent license for this particular work, or **(3)** arrange, in a manner consistent with
+the requirements of this License, to extend the patent license to downstream
+recipients. “Knowingly relying” means you have actual knowledge that, but
+for the patent license, your conveying the covered work in a country, or your
+recipient's use of the covered work in a country, would infringe one or more
+identifiable patents in that country that you have reason to believe are valid.
+
+If, pursuant to or in connection with a single transaction or arrangement, you
+convey, or propagate by procuring conveyance of, a covered work, and grant a patent
+license to some of the parties receiving the covered work authorizing them to use,
+propagate, modify or convey a specific copy of the covered work, then the patent
+license you grant is automatically extended to all recipients of the covered work and
+works based on it.
+
+A patent license is “discriminatory” if it does not include within the
+scope of its coverage, prohibits the exercise of, or is conditioned on the
+non-exercise of one or more of the rights that are specifically granted under this
+License. You may not convey a covered work if you are a party to an arrangement with
+a third party that is in the business of distributing software, under which you make
+payment to the third party based on the extent of your activity of conveying the
+work, and under which the third party grants, to any of the parties who would receive
+the covered work from you, a discriminatory patent license **(a)** in connection with
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+primarily for and in connection with specific products or compilations that contain
+the covered work, unless you entered into that arrangement, or that patent license
+was granted, prior to 28 March 2007.
+
+Nothing in this License shall be construed as excluding or limiting any implied
+license or other defenses to infringement that may otherwise be available to you
+under applicable patent law.
+
+### 12. No Surrender of Others' Freedom
+
+If conditions are imposed on you (whether by court order, agreement or otherwise)
+that contradict the conditions of this License, they do not excuse you from the
+conditions of this License. If you cannot convey a covered work so as to satisfy
+simultaneously your obligations under this License and any other pertinent
+obligations, then as a consequence you may not convey it at all. For example, if you
+agree to terms that obligate you to collect a royalty for further conveying from
+those to whom you convey the Program, the only way you could satisfy both those terms
+and this License would be to refrain entirely from conveying the Program.
+
+### 13. Use with the GNU Affero General Public License
+
+Notwithstanding any other provision of this License, you have permission to link or
+combine any covered work with a work licensed under version 3 of the GNU Affero
+General Public License into a single combined work, and to convey the resulting work.
+The terms of this License will continue to apply to the part which is the covered
+work, but the special requirements of the GNU Affero General Public License, section
+13, concerning interaction through a network will apply to the combination as such.
+
+### 14. Revised Versions of this License
+
+The Free Software Foundation may publish revised and/or new versions of the GNU
+General Public License from time to time. Such new versions will be similar in spirit
+to the present version, but may differ in detail to address new problems or concerns.
+
+Each version is given a distinguishing version number. If the Program specifies that
+a certain numbered version of the GNU General Public License “or any later
+version” applies to it, you have the option of following the terms and
+conditions either of that numbered version or of any later version published by the
+Free Software Foundation. If the Program does not specify a version number of the GNU
+General Public License, you may choose any version ever published by the Free
+Software Foundation.
+
+If the Program specifies that a proxy can decide which future versions of the GNU
+General Public License can be used, that proxy's public statement of acceptance of a
+version permanently authorizes you to choose that version for the Program.
+
+Later license versions may give you additional or different permissions. However, no
+additional obligations are imposed on any author or copyright holder as a result of
+your choosing to follow a later version.
+
+### 15. Disclaimer of Warranty
+
+THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW.
+EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES
+PROVIDE THE PROGRAM “AS IS” WITHOUT WARRANTY OF ANY KIND, EITHER
+EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE
+QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE
+DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+### 16. Limitation of Liability
+
+IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL ANY
+COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS THE PROGRAM AS
+PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL,
+INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE
+PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE
+OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE
+WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE
+POSSIBILITY OF SUCH DAMAGES.
+
+### 17. Interpretation of Sections 15 and 16
+
+If the disclaimer of warranty and limitation of liability provided above cannot be
+given local legal effect according to their terms, reviewing courts shall apply local
+law that most closely approximates an absolute waiver of all civil liability in
+connection with the Program, unless a warranty or assumption of liability accompanies
+a copy of the Program in return for a fee.
+
+_END OF TERMS AND CONDITIONS_
## How to Apply These Terms to Your New Programs
-If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these
-terms.
-
-To do so, attach the following notices to the program. It is safest to
-attach them to the start of each source file to most effectively state
-the exclusion of warranty; and each file should have at least the
-"copyright" line and a pointer to where the full notice is found.
-
-
- Copyright (C)
-
- This program is free software: you can redistribute it and/or modify
- it under the terms of the GNU Affero General Public License as
- published by the Free Software Foundation, either version 3 of the
- License, or (at your option) any later version.
-
- This program is distributed in the hope that it will be useful,
- but WITHOUT ANY WARRANTY; without even the implied warranty of
- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
- GNU Affero General Public License for more details.
-
- You should have received a copy of the GNU Affero General Public License
- along with this program. If not, see .
-
-Also add information on how to contact you by electronic and paper
-mail.
-
-If your software can interact with users remotely through a computer
-network, you should also make sure that it provides a way for users to
-get its source. For example, if your program is a web application, its
-interface could display a "Source" link that leads users to an archive
-of the code. There are many ways you could offer source, and different
-solutions will be better for different programs; see section 13 for
-the specific requirements.
-
-You should also get your employer (if you work as a programmer) or
-school, if any, to sign a "copyright disclaimer" for the program, if
-necessary. For more information on this, and how to apply and follow
-the GNU AGPL, see .
+If you develop a new program, and you want it to be of the greatest possible use to
+the public, the best way to achieve this is to make it free software which everyone
+can redistribute and change under these terms.
+
+To do so, attach the following notices to the program. It is safest to attach them
+to the start of each source file to most effectively state the exclusion of warranty;
+and each file should have at least the “copyright” line and a pointer to
+where the full notice is found.
+
+
+ Copyright (C)
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see .
+
+Also add information on how to contact you by electronic and paper mail.
+
+If the program does terminal interaction, make it output a short notice like this
+when it starts in an interactive mode:
+
+ Copyright (C)
+ This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'.
+ This is free software, and you are welcome to redistribute it
+ under certain conditions; type 'show c' for details.
+
+The hypothetical commands `show w` and `show c` should show the appropriate parts of
+the General Public License. Of course, your program's commands might be different;
+for a GUI interface, you would use an “about box”.
+
+You should also get your employer (if you work as a programmer) or school, if any, to
+sign a “copyright disclaimer” for the program, if necessary. For more
+information on this, and how to apply and follow the GNU GPL, see
+<>.
+
+The GNU General Public License does not permit incorporating your program into
+proprietary programs. If your program is a subroutine library, you may consider it
+more useful to permit linking proprietary applications with the library. If this is
+what you want to do, use the GNU Lesser General Public License instead of this
+License. But first, please read
+<>.
diff --git a/NAMESPACE b/NAMESPACE
index 157b5bd..87e6ac6 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -1,6 +1,5 @@
# Generated by roxygen2: do not edit by hand
-S3method(autoplot,pairwise)
S3method(format,supernova_number)
S3method(generate_models,formula)
S3method(generate_models,lm)
@@ -11,7 +10,6 @@ S3method(plot,pairwise)
S3method(print,comparison_models)
S3method(print,pairwise)
S3method(print,supernova)
-S3method(scale_type,supernova_number)
S3method(supernova,lm)
S3method(supernova,lmerMod)
S3method(tbl_sum,pairwise_tbl)
@@ -36,8 +34,8 @@ S3method(vec_ptype2,supernova_number.character)
S3method(vec_ptype2,supernova_number.double)
S3method(vec_ptype2,supernova_number.supernova_number)
S3method(vec_ptype_abbr,supernova_number)
-export("%>%")
export(as_number)
+export(autoplot.pairwise)
export(drop_term)
export(equation)
export(generate_models)
@@ -48,15 +46,9 @@ export(pairwise)
export(pairwise_bonferroni)
export(pairwise_t)
export(pairwise_tukey)
-export(superanova)
export(supernova)
export(variables)
import(vctrs)
-importFrom(ggplot2,"%+%")
-importFrom(ggplot2,autoplot)
-importFrom(ggplot2,scale_type)
-importFrom(lifecycle,deprecated)
-importFrom(magrittr,"%>%")
importFrom(methods,setOldClass)
importFrom(pillar,tbl_sum)
importFrom(rlang,.data)
diff --git a/NEWS.md b/NEWS.md
index b32aa59..3fada2c 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,5 +1,12 @@
# Changelog
+## supernova 3.0.0
+
+### Breaking changes
+
+- Remove deprecated `superanova()`
+- Remove `magrittr`, `ggplot2`, and `backports` dependencies
+
## supernova 2.5.8
- Don't trim the leading digit from p-value or PRE when they are exactly 1
diff --git a/R/generate_models.R b/R/generate_models.R
index b1fe229..ae2e98a 100644
--- a/R/generate_models.R
+++ b/R/generate_models.R
@@ -128,7 +128,7 @@ generate_models.lm <- function(model, type = 3) {
list(complex = model, simple = drop_term(model, term))
})
- fits <- magrittr::set_names(fits, terms)
+ fits <- rlang::set_names(fits, terms)
full_model_pair <- list(complex = model, simple = update_in_env(model, . ~ NULL))
fits <- append(fits, list("Full Model" = full_model_pair), after = 0L)
}
@@ -149,7 +149,7 @@ add_class_information <- function(models, model, type) {
build_formulae_full_model <- function(frm) {
null_model <- frm_build(frm_outcome(frm), "NULL", environment(frm))
models <- list(complex = frm, simple = null_model)
- magrittr::set_names(list(models), "Full Model")
+ rlang::set_names(list(models), "Full Model")
}
build_formulae_type_1 <- function(frm) {
@@ -163,7 +163,7 @@ build_formulae_type_1 <- function(frm) {
list(complex = complex, simple = frm_remove_term(complex, term))
})
- magrittr::set_names(models, terms)
+ rlang::set_names(models, terms)
}
build_formulae_type_2 <- function(frm) {
@@ -189,7 +189,7 @@ build_formulae_type_2 <- function(frm) {
list(complex = complex, simple = frm_remove_term(complex, term))
})
- magrittr::set_names(models, terms)
+ rlang::set_names(models, terms)
}
build_formulae_type_3 <- function(frm) {
@@ -202,7 +202,7 @@ build_formulae_type_3 <- function(frm) {
list(complex = frm, simple = frm_remove_term(frm, term))
})
- magrittr::set_names(models, terms)
+ rlang::set_names(models, terms)
}
@@ -240,13 +240,7 @@ drop_term <- function(fit, term) {
x_reduced <- x[, which(column_term_indices != term_index_to_drop), drop = FALSE]
reduced_fit <- stats::lm.fit(x_reduced, y, offset = offset)
-
- call_string <- deparse(fit$call) %>%
- paste0(collapse = "") %>%
- stringr::str_squish()
- new_call_string <- sprintf("drop_term(%s, \"%s\")", call_string, term)
- str2lang <- utils::getFromNamespace("str2lang", "backports")
- reduced_fit$call <- str2lang(new_call_string)
+ reduced_fit$call <- base::call("drop_term", fit$call, term)
oldClass(reduced_fit) <- "lm"
reduced_fit
@@ -280,8 +274,8 @@ print.comparison_models <- function(x, ...) {
#' @keywords internal
formula_string <- function(obj, part, term) {
type <- resolve_type(attr(obj, "type"))
- model_full <- as.formula(attr(obj, "model")) %>% frm_expand()
- model_part <- as.formula(part) %>% frm_expand()
+ model_full <- frm_expand(as.formula(attr(obj, "model")))
+ model_part <- frm_expand(as.formula(part))
# For Types II and III the spaces need to be inserted within the formula string.
# So, determine which variables were removed
@@ -300,14 +294,11 @@ formula_string <- function(obj, part, term) {
# add regex to remove immediately following space and plus
rem_pat <- paste0(paste0(" ", rem_pat, collapse = " \\+?|"), "$")
- # perform replacements
- output <- deparse(model_full) %>%
- # replace variables with spaces in full string
- stringr::str_replace_all(rem_pat, function(str) strrep(" ", nchar(str))) %>%
- # trim dangling spaces and plus signs from end
- stringr::str_remove("[ \\+]*$")
-
- return(output)
+ # replace variables with spaces in full string
+ replacer <- function(str) strrep(" ", nchar(str))
+ vars_removed <- stringr::str_replace_all(deparse(model_full), rem_pat, replacer)
+ # trim dangling spaces and plus signs from end
+ return(stringr::str_remove(vars_removed, "[ \\+]*$"))
}
if (type == 3) {
@@ -316,13 +307,23 @@ formula_string <- function(obj, part, term) {
# add regex to remove immediately following space and plus
rem_pat <- paste0(" ", rem_pat, "( \\+|$)")
- # perform replacements
- output <- deparse(model_full) %>%
- # replace variables with spaces in full string
- stringr::str_replace_all(rem_pat, function(str) strrep(" ", nchar(str))) %>%
- # trim dangling spaces and plus signs from end
- stringr::str_remove("[ \\+]*$")
-
- return(output)
+ # replace variables with spaces in full string
+ replacer <- function(str) strrep(" ", nchar(str))
+ vars_removed <- stringr::str_replace_all(deparse(model_full), rem_pat, replacer)
+ # trim dangling spaces and plus signs from end
+ return(stringr::str_remove(vars_removed, "[ \\+]*$"))
}
}
+
+replace_vars_with_spaces <- function(str, vars) {
+ # escape special regex characters in variables
+ rem_pat <- stringr::str_replace_all(vars, "(\\W)", "\\\\\\1")
+ # add regex to remove immediately following space and plus
+ rem_pat <- paste0(paste0(" ", rem_pat, collapse = " \\+?|"), "$")
+
+ # replace variables with spaces in full string
+ replacer <- function(str) strrep(" ", nchar(str))
+ vars_removed <- stringr::str_replace_all(str, rem_pat, replacer)
+ # trim dangling spaces and plus signs from end
+ stringr::str_remove(vars_removed, "[ \\+]*$")
+}
diff --git a/R/listwise_delete.R b/R/listwise_delete.R
index 7d6dab3..94a0e83 100644
--- a/R/listwise_delete.R
+++ b/R/listwise_delete.R
@@ -40,19 +40,18 @@ listwise_delete.lm <- function(obj, vars = all.vars(formula(obj))) {
return(obj)
}
- call_string <- build_equivalent_call_string(obj, vars)
+ new_call <- build_equivalent_call(obj, vars)
rlang::inform(
message = c(
cli::pluralize("Refitting to remove {n_missing} case{?s} with missing value(s)"),
- i = paste0(call_string, "\n")
+ i = rlang::expr_text(new_call)
),
class = "supernova_missing_values_message"
)
- str2lang <- utils::getFromNamespace("str2lang", "backports")
rlang::try_fetch(
- eval(str2lang(call_string), envir = environment(as.formula(obj))),
+ eval(new_call, envir = environment(as.formula(obj))),
supernova_missing_values_message = function(cnd) {
rlang::cnd_muffle(cnd)
}
@@ -60,29 +59,11 @@ listwise_delete.lm <- function(obj, vars = all.vars(formula(obj))) {
}
-build_equivalent_call_string <- function(linear_model, vars) {
- call_string <- deparse(linear_model$call) %>%
- stringr::str_flatten() %>%
- stringr::str_squish()
- var_string <- paste0(
- "c(",
- paste0('"', vars, '"', collapse = ", "),
- ")"
- )
-
- if (stringr::str_detect(call_string, " data = .+?[ ,)]")) {
- new_call_string <- stringr::str_replace(
- call_string,
- " data = (.+?)([ ,)])",
- sprintf(" data = listwise_delete(\\1, %s)\\2", var_string)
- )
+build_equivalent_call <- function(linear_model, vars) {
+ call_args <- rlang::call_args(linear_model$call)
+ if (!is.null(call_args$data)) {
+ rlang::call_modify(linear_model$call, data = call("listwise_delete", call_args$data, vars))
} else {
- model <- formula(linear_model)
- variables <- c(frm_outcome(model), frm_vars(model))
- variables_string <- paste(variables, collapse = ", ")
- data_string <- paste0(" data = listwise_delete(data.frame(", variables_string, "))")
- new_call_string <- stringr::str_replace(call_string, "\\)$", paste0(data_string, ")"))
+ rlang::call_modify(linear_model$call, data = listwise_delete(data.frame(vars)))
}
-
- new_call_string
}
diff --git a/R/number.R b/R/number.R
index 39d0846..b43f000 100644
--- a/R/number.R
+++ b/R/number.R
@@ -69,9 +69,8 @@ as_number <- function(x) vctrs::vec_cast(x, new_number())
#' @export
format.supernova_number <- function(x, ...) {
formatter <- function(values) {
- formatted <- values %>%
- round(attr(x, "digits")) %>%
- format(nsmall = attr(x, "digits"), scientific = attr(x, "scientific"))
+ rounded <- round(values, attr(x, "digits"))
+ formatted <- format(rounded, nsmall = attr(x, "digits"), scientific = attr(x, "scientific"))
if (!attr(x, "leading_zero")) {
formatted <- stringr::str_replace(formatted, "^0[.]", ".")
diff --git a/R/pairwise.R b/R/pairwise.R
index fcde0fe..6953edd 100644
--- a/R/pairwise.R
+++ b/R/pairwise.R
@@ -101,9 +101,9 @@ pairwise_t <- function(fit, term = NULL, alpha = .05, correction = "none") {
params <- means_and_counts(fit, term)
tests <- purrr::pmap(params, function(means, counts, term) {
if (term %in% frm_interaction_terms(fit)) {
- simple_terms <- expand.grid(dimnames(means)) %>% purrr::pmap_chr(paste, sep = ":")
- means <- as.vector(means) %>% magrittr::set_names(simple_terms)
- counts <- as.vector(counts) %>% magrittr::set_names(simple_terms)
+ simple_terms <- purrr::pmap_chr(expand.grid(dimnames(means)), paste, sep = ":")
+ means <- rlang::set_names(as.vector(means), simple_terms)
+ counts <- rlang::set_names(as.vector(counts), simple_terms)
pairs <- level_pairs(simple_terms)
} else {
pairs <- level_pairs(names(means))
@@ -139,8 +139,7 @@ pairwise_t <- function(fit, term = NULL, alpha = .05, correction = "none") {
})
fwer <- 1 - (1 - alpha / corr_val)^length(rows)
- purrr::reduce(rows, vctrs::vec_c) %>%
- new_pairwise_tbl(term, fit, fwer, alpha, correction)
+ new_pairwise_tbl(purrr::reduce(rows, vctrs::vec_c), term, fit, fwer, alpha, correction)
})
structure(tests, class = "pairwise", fit = fit, correction = correction)
@@ -163,9 +162,9 @@ pairwise_tukey <- function(fit, term = NULL, alpha = .05) {
mse <- sum(fit$residuals^2) / fit$df.residual
tests <- purrr::pmap(means_and_counts(fit, term), function(means, counts, term) {
if (term %in% frm_interaction_terms(fit)) {
- simple_terms <- expand.grid(dimnames(means)) %>% purrr::pmap_chr(paste, sep = ":")
- means <- as.vector(means) %>% magrittr::set_names(simple_terms)
- counts <- as.vector(counts) %>% magrittr::set_names(simple_terms)
+ simple_terms <- purrr::pmap_chr(expand.grid(dimnames(means)), paste, sep = ":")
+ means <- rlang::set_names(as.vector(means), simple_terms)
+ counts <- rlang::set_names(as.vector(counts), simple_terms)
pairs <- level_pairs(simple_terms)
} else {
pairs <- level_pairs(names(means))
@@ -194,8 +193,7 @@ pairwise_tukey <- function(fit, term = NULL, alpha = .05) {
)
})
- purrr::reduce(rows, vctrs::vec_c) %>%
- new_pairwise_tbl(term, fit, alpha, alpha, correction)
+ new_pairwise_tbl(purrr::reduce(rows, vctrs::vec_c), term, fit, alpha, alpha, correction)
})
structure(tests, class = "pairwise", fit = fit, correction = correction)
@@ -303,14 +301,13 @@ means_and_counts <- function(fit, term) {
model_tables <- stats::model.tables(stats::aov(categorical_fit), "means")
means <- model_tables$tables[terms]
- counts <- model_tables$n[terms] %>%
- purrr::imap(function(term_counts, index) {
- if (length(term_counts) == 1) {
- term_counts <- rep_len(term_counts, length(means[[index]]))
- names(term_counts) <- names(means[[index]])
- }
- term_counts
- })
+ counts <- purrr::imap(model_tables$n[terms], function(term_counts, index) {
+ if (length(term_counts) == 1) {
+ term_counts <- rep_len(term_counts, length(means[[index]]))
+ names(term_counts) <- names(means[[index]])
+ }
+ term_counts
+ })
list(means = means, counts = counts, term = terms)
}
@@ -349,15 +346,14 @@ select_terms <- function(fit, term = NULL) {
#' @keywords internal
level_pairs <- function(levels) {
create_row <- function(level) {
- purrr::map(levels, ~ list(level, .x)) %>%
- vctrs::vec_rbind() %>%
- suppressMessages()
+ suppressMessages(
+ vctrs::vec_rbind(purrr::map(levels, ~ list(level, .x)))
+ )
}
- purrr::map(levels, create_row) %>%
- purrr::reduce(vctrs::vec_c) %>%
- as.matrix() %>%
- lower_tri()
+ rows <- purrr::map(levels, create_row)
+ mat <- as.matrix(purrr::reduce(rows, vctrs::vec_c))
+ lower_tri(mat)
}
@@ -393,11 +389,34 @@ tbl_sum.pairwise_tbl <- function(x) {
# Plotting ------------------------------------------------------------------------------------
+scale_type.supernova_number <- function(x) "continuous"
+
+#' Plotting method for pairwise objects.
+#'
+#' @param object A [`pairwise`] object.
+#' @param ... Additional arguments passed to the plotting geom.
+#' @details This function requires an optional dependency: [`ggplot2`][ggplot2::ggplot2-package].
+#' When this package is installed, calling `autoplot()` or `plot` on a `pairwise` object will
+#' generate a plot of the pairwise comparisons. The plot will show the differences between the
+#' groups, with error bars representing the confidence intervals. The x-axis will be labeled with
+#' the type of confidence interval used and the values of the differences, and the y-axis will be
+#' labeled with the groups being compared. A dashed line at 0 is included to help visualize the
+#' differences.
+#'
#' @export
-#' @importFrom ggplot2 autoplot
-#' @importFrom ggplot2 %+%
#' @importFrom rlang .data
+#'
+#' @examples
+#' if (require(ggplot2)) {
+#' # generate the plot immediately
+#' pairwise(lm(mpg ~ factor(am) + disp, data = mtcars), plot = TRUE)
+#'
+#' # or save the object and plot it later
+#' p <- pairwise(lm(mpg ~ factor(am) + disp, data = mtcars))
+#' plot(p)
+#' }
autoplot.pairwise <- function(object, ...) {
+ `%+%` <- ggplot2::`%+%`
x <- object[!(names(object) %in% c("p_adj", "p_val"))]
p <- purrr::imap(x, function(tbl, term) {
tbl$term <- term
@@ -405,10 +424,10 @@ autoplot.pairwise <- function(object, ...) {
correction <- attr(tbl, "correction")
x_axis_label <- if (correction == "none") {
- conf <- format((1 - attr(tbl, "alpha")) * 100, digits = 3) %>% paste0("%")
+ conf <- paste0(format((1 - attr(tbl, "alpha")) * 100, digits = 3), "%")
paste(conf, "CI (per test; uncorrected)")
} else {
- conf <- format((1 - attr(tbl, "fwer")) * 100, digits = 3) %>% paste0("%")
+ conf <- paste0(format((1 - attr(tbl, "fwer")) * 100, digits = 3), "%")
paste(conf, "CI with", stringr::str_to_title(correction), "correction")
}
@@ -429,13 +448,14 @@ autoplot.pairwise <- function(object, ...) {
}
+#' @rdname autoplot.pairwise
+#' @param x A `pairwise` object.
+#' @param y Ignored, required for compatibility with the `plot()` generic.
#' @export
-#' @importFrom ggplot2 scale_type
-scale_type.supernova_number <- function(x) "continuous"
-
+plot.pairwise <- function(x, y, ...) {
+ if (!requireNamespace("ggplot2", quietly = TRUE)) {
+ rlang::abort("The ggplot2 package is required to plot pairwise comparisons.")
+ }
-#' @export
-#' @importFrom ggplot2 autoplot
-plot.pairwise <- function(x, ...) {
- purrr::walk(autoplot(x, ...), print)
+ purrr::walk(ggplot2::autoplot(x, ...), print)
}
diff --git a/R/supernova-package.R b/R/supernova-package.R
index 5980d81..868b40d 100644
--- a/R/supernova-package.R
+++ b/R/supernova-package.R
@@ -1,12 +1,3 @@
-## usethis namespace: start
-#' @importFrom lifecycle deprecated
-## usethis namespace: end
-NULL
-
-.onLoad <- function(libname, pkgname) {
- backports::import(pkgname, "str2lang")
-}
-
# Suppress R CMD check note (these are actually used)
#' @importFrom methods setOldClass
NULL
diff --git a/R/supernova.R b/R/supernova.R
index dd304cd..6c01889 100644
--- a/R/supernova.R
+++ b/R/supernova.R
@@ -8,8 +8,6 @@
#' values, and is intended to match the output used in Judd, McClelland, and
#' Ryan (2017).
#'
-#' `superanova()` is an alias of `supernova()`
-#'
#' @param fit A model fit by [`lm()`] or [`lme4::lmer()`]
#' @param type The type of sums of squares to calculate (see [`generate_models()`]). Defaults to the
#' widely used Type `III` SS.
@@ -24,7 +22,9 @@
#'
#' @examples
#' supernova(lm(mpg ~ disp, data = mtcars))
-#' supernova(lm(mpg ~ disp, data = mtcars)) %>% print(pcut = 8)
+#'
+#' change_p_decimals <- supernova(lm(mpg ~ disp, data = mtcars))
+#' print(change_p_decimals, pcut = 8)
#' @importFrom stats anova as.formula drop1 pf
#'
#' @references Judd, C. M., McClelland, G. H., & Ryan, C. S. (2017). \emph{Data
@@ -37,13 +37,6 @@ supernova <- function(fit, type = 3, verbose = TRUE) {
}
-#' @export
-#' @rdname supernova
-superanova <- function(fit, type = 3, verbose = TRUE) {
- lifecycle::deprecate_stop("2.5.2", "superanova()", "supernova()")
-}
-
-
#' @export
#' @rdname supernova
supernova.lm <- function(fit, type = 3, verbose = TRUE) {
@@ -76,7 +69,7 @@ supernova.lm <- function(fit, type = 3, verbose = TRUE) {
vctrs::vec_c(
row_term("Model", "(error reduced)", models, "Full Model"),
- partial_rows %>% purrr::reduce(vctrs::vec_c),
+ purrr::reduce(partial_rows, vctrs::vec_c),
row_error("Error", "(from model)", fit),
row_error("Total", "(empty model)", fit_null)
)
@@ -228,8 +221,8 @@ supernova.lmerMod <- function(fit, type = 3, verbose = FALSE) {
df_total_within <- total_row[["df"]] - df_total_between
# TREATMENT ROWS
- anova_lm <- anova_tbl(fit_lm) %>% select("F", FALSE)
- anova_lmer <- anova_tbl(model_full) %>% select(c("term", "F"))
+ anova_lm <- select(anova_tbl(fit_lm), "F", FALSE)
+ anova_lmer <- select(anova_tbl(model_full), c("term", "F"))
partial_rows <- merge_keep_order(anova_lmer, anova_lm, by = "term", order_by = "term")
# TREATMENT WITHIN
@@ -270,8 +263,9 @@ supernova.lmerMod <- function(fit, type = 3, verbose = FALSE) {
part <- vctrs::vec_c(
partial_within[which(partial_within$term == x), ],
partial_within_error[which(partial_within_error$match == x), ]
- ) %>% select("match", keep = FALSE)
+ )
+ part <- select(part, "match", keep = FALSE)
part[, c("PRE", "p")] <- NA_real_
part[["PRE"]][[1]] <- part[["SS"]][[1]] / sum(part[["SS"]])
part[["p"]][[1]] <- pf(part[["F"]][[1]], part[["df"]][[1]], part[["df"]][[2]],
@@ -343,9 +337,9 @@ supernova.lmerMod <- function(fit, type = 3, verbose = FALSE) {
)[c("term", "SS", "df", "MS", "F", "PRE", "p")]
tbl[["df"]] <- as.integer(tbl[["df"]])
tbl[["MS"]] <- tbl[["SS"]] / tbl[["df"]]
- tbl <- tbl[tbl[["df"]] > 0, ] %>% as.data.frame()
+ tbl <- tbl[tbl[["df"]] > 0, ]
- rl <- list(tbl = tbl, fit = fit, models = NULL)
+ rl <- list(tbl = as.data.frame(tbl), fit = fit, models = NULL)
class(rl) <- "supernova"
attr(rl, "type") <- strrep("I", type)
attr(rl, "verbose") <- verbose
@@ -376,8 +370,8 @@ print.supernova <- function(x, pcut = 4, ...) {
# NAs to blank spots
if (!is.null(tbl$description)) tbl$description[is.na(tbl$description)] <- ""
- tbl <- lapply(tbl, function(x) gsub("\\s*NA\\s*", " ", x)) %>%
- as.data.frame(stringsAsFactors = FALSE)
+ tbl <- lapply(tbl, function(x) gsub("\\s*NA\\s*", " ", x))
+ tbl <- as.data.frame(tbl, stringsAsFactors = FALSE)
# trim leading 0 from p and PRE
tbl[, c("p", "PRE")] <- vapply(
@@ -412,8 +406,9 @@ print.supernova <- function(x, pcut = 4, ...) {
tbl <- insert_rule(tbl, 1)
tbl <- insert_rule(tbl, grep("Total between subjects", tbl$term) + 1)
tbl <- insert_rule(tbl, grep("Total within subjects", tbl$term) + 1)
- tbl[["term"]] <- tbl[["term"]] %>%
- stringr::str_replace("(Total|Error) (?:between|within) subjects", "\\1")
+ tbl[["term"]] <- stringr::str_replace(
+ tbl[["term"]], "(Total|Error) (?:between|within) subjects", "\\1"
+ )
}
# add spaces and a vertical bar to separate the terms & desc from values
diff --git a/R/utils-formula.R b/R/utils-formula.R
index cb17037..04be2d4 100644
--- a/R/utils-formula.R
+++ b/R/utils-formula.R
@@ -164,9 +164,9 @@ frm_random_vars <- function(frm) {
possible_bars <- stringr::str_detect(frm_terms(frm), stringr::fixed("|"))
random_terms <- if (any(possible_bars)) lme4::findbars(frm) else list()
- purrr::map(random_terms, all.vars) %>%
- purrr::flatten_chr() %>%
- unique()
+ terms <- purrr::map(random_terms, all.vars)
+ terms <- purrr::flatten_chr(terms)
+ unique(terms)
}
diff --git a/R/utils-pipe.R b/R/utils-pipe.R
deleted file mode 100644
index e79f3d8..0000000
--- a/R/utils-pipe.R
+++ /dev/null
@@ -1,11 +0,0 @@
-#' Pipe operator
-#'
-#' See \code{magrittr::\link[magrittr:pipe]{\%>\%}} for details.
-#'
-#' @name %>%
-#' @rdname pipe
-#' @keywords internal
-#' @export
-#' @importFrom magrittr %>%
-#' @usage lhs \%>\% rhs
-NULL
diff --git a/R/variables.R b/R/variables.R
index 6130f7d..09354d3 100644
--- a/R/variables.R
+++ b/R/variables.R
@@ -58,8 +58,8 @@ variables.lmerMod <- function(object) {
# currently we only support a single grouping variable, logically it must be the random variable
# with the shortest name --- all other valid random variables will be nested in some way and have
# (1 | a:b) syntax, where b is the group variable
- group_var <- random_terms[which.min(nchar(random_terms))] %>%
- stringr::str_remove("^1 [|] ")
+ group_var <- random_terms[which.min(nchar(random_terms))]
+ group_var <- stringr::str_remove(group_var, "^1 [|] ")
# need to check the data and number of groups to determine within and between below
data <- object@frame
diff --git a/R/zzz.R b/R/zzz.R
new file mode 100644
index 0000000..b40db08
--- /dev/null
+++ b/R/zzz.R
@@ -0,0 +1,6 @@
+.onLoad <- function(...) {
+ if (requireNamespace("ggplot2", quietly = TRUE)) {
+ vctrs::s3_register("ggplot2::autoplot", "pairwise")
+ vctrs::s3_register("ggplot2::scale_type", "supernova_number")
+ }
+}
diff --git a/README.Rmd b/README.Rmd
index 1b7721d..a853873 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -13,7 +13,6 @@ knitr::opts_chunk$set(
)
library(supernova)
-library(mosaic)
set.seed(123)
```
@@ -126,13 +125,13 @@ library(lme4)
library(tidyr)
library(dplyr)
-simple_crossed <- JMRData::ex11.9 %>%
- gather(condition, puzzles_completed, -subject) %>%
+simple_crossed <- JMRData::ex11.9 |>
+ gather(condition, puzzles_completed, -subject) |>
mutate_at(vars(subject, condition), as.factor)
-multiple_crossed <- JMRData::ex11.17 %>%
- gather(condition, recall, -Subject) %>%
- separate(condition, c("type", "time"), -1) %>%
+multiple_crossed <- JMRData::ex11.17 |>
+ gather(condition, recall, -Subject) |>
+ separate(condition, c("type", "time"), -1) |>
mutate(across(c(Subject, type, time), as.factor))
```
@@ -141,13 +140,13 @@ multiple_crossed <- JMRData::ex11.17 %>%
Fitting the `simple_crossed` data with `lm()` would ignore the non-independence due to observations coming from the same `subject`. Compare this output with the following output where the model was fit with `lmer()` and the specification of `subject` as a random factor:
```{r}
-simple_crossed %>%
- lm(puzzles_completed ~ condition, data = .) %>%
+simple_crossed |>
+ lm(puzzles_completed ~ condition, data = _) |>
supernova(verbose = FALSE)
# use lmer() to specify the non-independence
-simple_crossed %>%
- lmer(puzzles_completed ~ condition + (1 | subject), data = .) %>%
+simple_crossed |>
+ lmer(puzzles_completed ~ condition + (1 | subject), data = _) |>
supernova()
```
@@ -157,13 +156,13 @@ Here is another example like the previous, but here multiple variables (`time`,
```{r}
# fitting this with lm would ignore the non-independence due to Subject
-multiple_crossed %>%
- lm(recall ~ type * time, data = .) %>%
+multiple_crossed |>
+ lm(recall ~ type * time, data = _) |>
supernova(verbose = FALSE)
# using lmer() we can specify the non-independence
-multiple_crossed %>%
- lmer(recall ~ type * time + (1 | Subject) + (1 | type:Subject) + (1 | time:Subject), data = .) %>%
+multiple_crossed |>
+ lmer(recall ~ type * time + (1 | Subject) + (1 | type:Subject) + (1 | time:Subject), data = _) |>
supernova()
```
@@ -172,18 +171,18 @@ multiple_crossed %>%
In this example, each person in a group of three generates a rating. If we fit the data with `lm()` that would ignore the non-independence due to the people being in the same `group`. Compare this output with the following output where the `group` is specified as a random factor.
```{r}
-simple_nested <- JMRData::ex11.1 %>%
- gather(id, value, starts_with("score")) %>%
+simple_nested <- JMRData::ex11.1 |>
+ gather(id, value, starts_with("score")) |>
mutate(across(c(group, instructions, id), as.factor))
# fitting this with lm would ignore the non-independence due to group
-simple_nested %>%
- lm(value ~ instructions, data = .) %>%
+simple_nested |>
+ lm(value ~ instructions, data = _) |>
supernova(verbose = FALSE)
# using lmer() we can specify the non-independence
-simple_nested %>%
- lmer(value ~ instructions + (1 | group), data = .) %>%
+simple_nested |>
+ lmer(value ~ instructions + (1 | group), data = _) |>
supernova()
```
@@ -192,18 +191,18 @@ simple_nested %>%
In this example, each person in heterosexual marriage generates a rating of satisfaction. Additionally, these couples were chosen such that they either have children or not, and have been married 15 vs. 30 years. If we fit the data with `lm()` that would ignore the non-independence due to the people being in the same `couple`. Compare this output with the following output where the `group` is specified as a random factor.
```{r}
-complex_nested <- JMRData::ex11.22 %>%
- gather(sex, rating, Male, Female) %>%
+complex_nested <- JMRData::ex11.22 |>
+ gather(sex, rating, Male, Female) |>
mutate(across(c(couple, children, sex, yearsmarried), as.factor))
# fitting this with lm would ignore the non-independence due to group
-complex_nested %>%
- lm(rating ~ sex * yearsmarried * children, data = .) %>%
+complex_nested |>
+ lm(rating ~ sex * yearsmarried * children, data = _) |>
supernova(verbose = FALSE)
# using lmer() we can specify the non-independence
-complex_nested %>%
- lmer(rating ~ sex * yearsmarried * children + (1 | couple), data = .) %>%
+complex_nested |>
+ lmer(rating ~ sex * yearsmarried * children + (1 | couple), data = _) |>
supernova()
```
diff --git a/README.md b/README.md
index a0c0a58..b2b8593 100644
--- a/README.md
+++ b/README.md
@@ -220,13 +220,13 @@ library(lme4)
library(tidyr)
library(dplyr)
-simple_crossed <- JMRData::ex11.9 %>%
- gather(condition, puzzles_completed, -subject) %>%
+simple_crossed <- JMRData::ex11.9 |>
+ gather(condition, puzzles_completed, -subject) |>
mutate_at(vars(subject, condition), as.factor)
-multiple_crossed <- JMRData::ex11.17 %>%
- gather(condition, recall, -Subject) %>%
- separate(condition, c("type", "time"), -1) %>%
+multiple_crossed <- JMRData::ex11.17 |>
+ gather(condition, recall, -Subject) |>
+ separate(condition, c("type", "time"), -1) |>
mutate(across(c(Subject, type, time), as.factor))
```
@@ -238,8 +238,8 @@ Compare this output with the following output where the model was fit
with `lmer()` and the specification of `subject` as a random factor:
``` r
-simple_crossed %>%
- lm(puzzles_completed ~ condition, data = .) %>%
+simple_crossed |>
+ lm(puzzles_completed ~ condition, data = _) |>
supernova(verbose = FALSE)
#> Analysis of Variance Table (Type III SS)
#> Model: puzzles_completed ~ condition
@@ -252,8 +252,8 @@ simple_crossed %>%
#> Total | 23.000 15 1.533
# use lmer() to specify the non-independence
-simple_crossed %>%
- lmer(puzzles_completed ~ condition + (1 | subject), data = .) %>%
+simple_crossed |>
+ lmer(puzzles_completed ~ condition + (1 | subject), data = _) |>
supernova()
#> Analysis of Variance Table (Type III SS)
#> Model: puzzles_completed ~ condition + (1 | subject)
@@ -278,8 +278,8 @@ Here is another example like the previous, but here multiple variables
``` r
# fitting this with lm would ignore the non-independence due to Subject
-multiple_crossed %>%
- lm(recall ~ type * time, data = .) %>%
+multiple_crossed |>
+ lm(recall ~ type * time, data = _) |>
supernova(verbose = FALSE)
#> Analysis of Variance Table (Type III SS)
#> Model: recall ~ type * time
@@ -295,8 +295,8 @@ multiple_crossed %>%
#> Total | 232.167 29 8.006
# using lmer() we can specify the non-independence
-multiple_crossed %>%
- lmer(recall ~ type * time + (1 | Subject) + (1 | type:Subject) + (1 | time:Subject), data = .) %>%
+multiple_crossed |>
+ lmer(recall ~ type * time + (1 | Subject) + (1 | type:Subject) + (1 | time:Subject), data = _) |>
supernova()
#> Analysis of Variance Table (Type III SS)
#> Model: recall ~ type * time + (1 | Subject) + (1 | type:Subject) + (1 | time:Subject)
@@ -326,13 +326,13 @@ to the people being in the same `group`. Compare this output with the
following output where the `group` is specified as a random factor.
``` r
-simple_nested <- JMRData::ex11.1 %>%
- gather(id, value, starts_with("score")) %>%
+simple_nested <- JMRData::ex11.1 |>
+ gather(id, value, starts_with("score")) |>
mutate(across(c(group, instructions, id), as.factor))
# fitting this with lm would ignore the non-independence due to group
-simple_nested %>%
- lm(value ~ instructions, data = .) %>%
+simple_nested |>
+ lm(value ~ instructions, data = _) |>
supernova(verbose = FALSE)
#> Analysis of Variance Table (Type III SS)
#> Model: value ~ instructions
@@ -345,8 +345,8 @@ simple_nested %>%
#> Total | 28.500 17 1.676
# using lmer() we can specify the non-independence
-simple_nested %>%
- lmer(value ~ instructions + (1 | group), data = .) %>%
+simple_nested |>
+ lmer(value ~ instructions + (1 | group), data = _) |>
supernova()
#> Analysis of Variance Table (Type III SS)
#> Model: value ~ instructions + (1 | group)
@@ -374,34 +374,34 @@ to the people being in the same `couple`. Compare this output with the
following output where the `group` is specified as a random factor.
``` r
-complex_nested <- JMRData::ex11.22 %>%
- gather(sex, rating, Male, Female) %>%
+complex_nested <- JMRData::ex11.22 |>
+ gather(sex, rating, Male, Female) |>
mutate(across(c(couple, children, sex, yearsmarried), as.factor))
# fitting this with lm would ignore the non-independence due to group
-complex_nested %>%
- lm(rating ~ sex * yearsmarried * children, data = .) %>%
+complex_nested |>
+ lm(rating ~ sex * yearsmarried * children, data = _) |>
supernova(verbose = FALSE)
#> Analysis of Variance Table (Type III SS)
#> Model: rating ~ sex * yearsmarried * children
#>
-#> SS df MS F PRE p
-#> ------------------------- | ------ -- ----- ------ ----- -----
-#> Model | 26.500 7 3.786 5.345 .6092 .0009
-#> sex | 0.000 1 0.000 0.000 .0000 .0000
-#> yearsmarried | 1.125 1 1.125 1.588 .0621 .2197
-#> children | 2.000 1 2.000 2.824 .1053 .1059
-#> sex:yearsmarried | 2.250 1 2.250 3.176 .1169 .0874
-#> sex:children | 0.062 1 0.062 0.088 .0037 .7690
-#> yearsmarried:children | 7.563 1 7.563 10.676 .3079 .0033
-#> sex:yearsmarried:children | 0.500 1 0.500 0.706 .0286 .4091
-#> Error | 17.000 24 0.708
-#> ------------------------- | ------ -- ----- ------ ----- -----
+#> SS df MS F PRE p
+#> ------------------------- | ------ -- ----- ------ ----- ------
+#> Model | 26.500 7 3.786 5.345 .6092 .0009
+#> sex | 0.000 1 0.000 0.000 .0000 1.0000
+#> yearsmarried | 1.125 1 1.125 1.588 .0621 .2197
+#> children | 2.000 1 2.000 2.824 .1053 .1059
+#> sex:yearsmarried | 2.250 1 2.250 3.176 .1169 .0874
+#> sex:children | 0.063 1 0.063 0.088 .0037 .7690
+#> yearsmarried:children | 7.562 1 7.562 10.676 .3079 .0033
+#> sex:yearsmarried:children | 0.500 1 0.500 0.706 .0286 .4091
+#> Error | 17.000 24 0.708
+#> ------------------------- | ------ -- ----- ------ ----- ------
#> Total | 43.500 31 1.403
# using lmer() we can specify the non-independence
-complex_nested %>%
- lmer(rating ~ sex * yearsmarried * children + (1 | couple), data = .) %>%
+complex_nested |>
+ lmer(rating ~ sex * yearsmarried * children + (1 | couple), data = _) |>
supernova()
#> Analysis of Variance Table (Type III SS)
#> Model: rating ~ sex * yearsmarried * children + (1 | couple)
@@ -516,7 +516,7 @@ appropriately evaluate each term in the full model.
``` r
generate_models(lm(mpg ~ hp * disp, data = mtcars), type = 2)
#>
-#> ── Comparison Models for Type II SS ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+#> ── Comparison Models for Type II SS ────────────────────────────────────────────
#>
#> ── Full Model
#> complex: mpg ~ hp + disp + hp:disp
@@ -564,7 +564,7 @@ pairwise comparisons like this:
``` r
pairwise(lm(mpg ~ factor(am), data = mtcars))
#>
-#> ── Tukey's Honestly Significant Differences ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+#> ── Tukey's Honestly Significant Differences ────────────────────────────────────
#> Model: mpg ~ factor(am)
#> factor(am)
#> Levels: 2
@@ -593,7 +593,7 @@ quantitative predictor:
``` r
pairwise(lm(mpg ~ factor(am) + disp, data = mtcars))
#>
-#> ── Tukey's Honestly Significant Differences ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
+#> ── Tukey's Honestly Significant Differences ────────────────────────────────────
#> Model: mpg ~ factor(am) + disp
#> factor(am)
#> Levels: 2
diff --git a/cran-comments.md b/cran-comments.md
index 6665fd0..bd33b66 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,23 +1,62 @@
## Release summary
-- Don't trim the leading digit from p-value or PRE when they are exactly 1
-- Fix issue on CRAN check when lme4 (optional) is not installed but is used in tests
+- Remove deprecated `superanova()`
+- Remove `magrittr`, `ggplot2`, and `backports` dependencies
## Test environments
-- Local install on macOS Monterey 13.1 (ARM); R 4.2.1
+- Local install on macOS Monterey 13.1 (ARM); R 4.3.2
- GitHub Actions
- - macOS: 12.6.3; R: 4.2.3
- - Microsoft Windows Server 2022: 10.0.20348; R: 4.2.3, 3.6.3
- - Ubuntu: 18.04.6; R: devel, 4.2.3, 4.1.3
+ - macOS: 12.7.2; R: 4.3.2
+ - Microsoft Windows Server 2022: 10.0.20348; R: 4.3.2, 3.6.3
+ - Ubuntu: 22.04.3; R: devel, 4.3.2, 4.2.3
- `check_rhub()`
- `check_win_devel()`
## R CMD check results
-0 errors v | 0 warnings v | 0 notes v
+There were 4 notes during the checks.
-R CMD check succeeded
+1. I am the maintainer of the package and have updated the email address.
+
+ ```
+ * checking CRAN incoming feasibility ... [15s] NOTE
+ Maintainer: 'Adam Blake '
+
+ New maintainer:
+ Adam Blake
+ Old maintainer(s):
+ Adam Blake
+ ```
+
+2. On Windows Server 2022, R-devel, 64 bit:
+
+ ```
+ * checking for non-standard things in the check directory ... NOTE
+ Found the following files/directories:
+ ''NULL''
+ ```
+
+ As noted in [R-hub issue #560](https://github.com/r-hub/rhub/issues/560), this seems to be an Rhub issue and so can likely be ignored.
+
+3. On Windows Server 2022, R-devel, 64 bit:
+
+ ```
+ * checking for detritus in the temp directory ... NOTE
+ Found the following files/directories:
+ 'lastMiKTeXException'
+ ```
+
+ As noted in [R-hub issue #503](https://github.com/r-hub/rhub/issues/503), this could be due to a bug/crash in MiKTeX and can likely be ignored.
+
+4. On Fedora Linux, R-devel, clang, gfortran, and on Ubuntu Linux 20.04.1 LTS, R-release, GCC:
+
+ ```
+ * checking HTML version of manual ... NOTE
+ Skipping checking HTML validation: no command 'tidy' found
+ ```
+
+ As noted in [R-hub issue #548](https://github.com/r-hub/rhub/issues/548), this is a missing formatter/linter on R-Hub and can likely be ignored.
## Reverse dependencies
@@ -25,5 +64,4 @@ Dependencies were identified with `devtools::revdep()` and tested with `revdepch
Packages:
-- coursekata
-- eda4treeR
+- eda4treeR (meta-package with no code)
diff --git a/man/autoplot.pairwise.Rd b/man/autoplot.pairwise.Rd
new file mode 100644
index 0000000..214e7e4
--- /dev/null
+++ b/man/autoplot.pairwise.Rd
@@ -0,0 +1,42 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/pairwise.R
+\name{autoplot.pairwise}
+\alias{autoplot.pairwise}
+\alias{plot.pairwise}
+\title{Plotting method for pairwise objects.}
+\usage{
+autoplot.pairwise(object, ...)
+
+\method{plot}{pairwise}(x, y, ...)
+}
+\arguments{
+\item{object}{A \code{\link{pairwise}} object.}
+
+\item{...}{Additional arguments passed to the plotting geom.}
+
+\item{x}{A \code{pairwise} object.}
+
+\item{y}{Ignored, required for compatibility with the \code{plot()} generic.}
+}
+\description{
+Plotting method for pairwise objects.
+}
+\details{
+This function requires an optional dependency: \code{\link[ggplot2:ggplot2-package]{ggplot2}}.
+When this package is installed, calling \code{autoplot()} or \code{plot} on a \code{pairwise} object will
+generate a plot of the pairwise comparisons. The plot will show the differences between the
+groups, with error bars representing the confidence intervals. The x-axis will be labeled with
+the type of confidence interval used and the values of the differences, and the y-axis will be
+labeled with the groups being compared. A dashed line at 0 is included to help visualize the
+differences.
+}
+\examples{
+if (require(ggplot2)) {
+ # generate the plot immediately
+ pairwise(lm(mpg ~ factor(am) + disp, data = mtcars), plot = TRUE)
+
+ # or save the object and plot it later
+ p <- pairwise(lm(mpg ~ factor(am) + disp, data = mtcars))
+ plot(p)
+}
+}
diff --git a/man/figures/lifecycle-archived.svg b/man/figures/lifecycle-archived.svg
deleted file mode 100644
index 48f72a6..0000000
--- a/man/figures/lifecycle-archived.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-defunct.svg b/man/figures/lifecycle-defunct.svg
deleted file mode 100644
index 01452e5..0000000
--- a/man/figures/lifecycle-defunct.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-deprecated.svg b/man/figures/lifecycle-deprecated.svg
deleted file mode 100644
index 4baaee0..0000000
--- a/man/figures/lifecycle-deprecated.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-experimental.svg b/man/figures/lifecycle-experimental.svg
deleted file mode 100644
index d1d060e..0000000
--- a/man/figures/lifecycle-experimental.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-maturing.svg b/man/figures/lifecycle-maturing.svg
deleted file mode 100644
index df71310..0000000
--- a/man/figures/lifecycle-maturing.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-questioning.svg b/man/figures/lifecycle-questioning.svg
deleted file mode 100644
index 08ee0c9..0000000
--- a/man/figures/lifecycle-questioning.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-stable.svg b/man/figures/lifecycle-stable.svg
deleted file mode 100644
index e015dc8..0000000
--- a/man/figures/lifecycle-stable.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/figures/lifecycle-superseded.svg b/man/figures/lifecycle-superseded.svg
deleted file mode 100644
index 75f24f5..0000000
--- a/man/figures/lifecycle-superseded.svg
+++ /dev/null
@@ -1 +0,0 @@
-
\ No newline at end of file
diff --git a/man/pipe.Rd b/man/pipe.Rd
deleted file mode 100644
index 0eec752..0000000
--- a/man/pipe.Rd
+++ /dev/null
@@ -1,12 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/utils-pipe.R
-\name{\%>\%}
-\alias{\%>\%}
-\title{Pipe operator}
-\usage{
-lhs \%>\% rhs
-}
-\description{
-See \code{magrittr::\link[magrittr:pipe]{\%>\%}} for details.
-}
-\keyword{internal}
diff --git a/man/supernova.Rd b/man/supernova.Rd
index 230f30a..e5e703f 100644
--- a/man/supernova.Rd
+++ b/man/supernova.Rd
@@ -2,15 +2,12 @@
% Please edit documentation in R/supernova.R
\name{supernova}
\alias{supernova}
-\alias{superanova}
\alias{supernova.lm}
\alias{supernova.lmerMod}
\title{supernova}
\usage{
supernova(fit, type = 3, verbose = TRUE)
-superanova(fit, type = 3, verbose = TRUE)
-
\method{supernova}{lm}(fit, type = 3, verbose = TRUE)
\method{supernova}{lmerMod}(fit, type = 3, verbose = FALSE)
@@ -40,12 +37,11 @@ error, an explicit summary of the whole model, separate formatting of p
values, and is intended to match the output used in Judd, McClelland, and
Ryan (2017).
}
-\details{
-\code{superanova()} is an alias of \code{supernova()}
-}
\examples{
supernova(lm(mpg ~ disp, data = mtcars))
-supernova(lm(mpg ~ disp, data = mtcars)) \%>\% print(pcut = 8)
+
+change_p_decimals <- supernova(lm(mpg ~ disp, data = mtcars))
+print(change_p_decimals, pcut = 8)
}
\references{
Judd, C. M., McClelland, G. H., & Ryan, C. S. (2017). \emph{Data
diff --git a/revdep/README.md b/revdep/README.md
index 4d3628b..88efb6b 100644
--- a/revdep/README.md
+++ b/revdep/README.md
@@ -1,32 +1,31 @@
# Platform
-|field |value |
-|:--------|:--------------------------------|
-|version |R version 4.3.1 (2023-06-16) |
-|os |macOS Sonoma 14.0 |
-|system |aarch64, darwin23.0.0 |
-|ui |unknown |
-|language |(EN) |
-|collate |en_US.UTF-8 |
-|ctype |en_US.UTF-8 |
-|tz |America/Los_Angeles |
-|date |2023-11-04 |
-|pandoc |3.1.9 @ /opt/homebrew/bin/pandoc |
+| field | value |
+| :------- | :---------------------------------- |
+| version | R version 4.3.2 (2023-10-31) |
+| os | macOS Sonoma 14.2.1 |
+| system | aarch64, darwin23.2.0 |
+| ui | unknown |
+| language | (EN) |
+| collate | en_US.UTF-8 |
+| ctype | en_US.UTF-8 |
+| tz | America/Los_Angeles |
+| date | 2024-02-06 |
+| pandoc | 3.1.11.1 @ /opt/homebrew/bin/pandoc |
# Dependencies
-|package |old |new |Δ |
-|:---------|:-----|:-----|:--|
-|supernova |2.5.7 |2.5.8 |* |
-|rlang |NA |1.1.2 |* |
-|withr |NA |2.5.2 |* |
+| package | old | new | Δ |
+| :-------- | :---- | :---- | :-- |
+| supernova | 2.5.8 | 3.0.0 | \* |
# Revdeps
## Failed to check (2)
-|package |version |error |warning |note |
-|:----------|:-------|:-----|:-------|:----|
-|coursekata |? | | | |
-|eda4treeR |? | | | |
+Though these fail to check, the failures are not related to `supernova`. The `coursekata` package has been removed from CRAN, and the `eda4treeR` package is a meta-package that does not have any code to check.
+| package | version | error | warning | note |
+| :--------- | :------ | :---- | :------ | :--- |
+| coursekata | ? | | | |
+| eda4treeR | ? | | | |
diff --git a/scripts/logo.R b/scripts/logo.R
index e3fd8c2..9f6adc2 100644
--- a/scripts/logo.R
+++ b/scripts/logo.R
@@ -39,8 +39,8 @@ novas <- list(nova, rotate_180(nova))
# Plot
ggplot(mapping = aes(x, y)) +
- geom_polygon(data = hex_coords(4) %>% translate(dy = -1.3), fill = color$primary) +
- geom_polygon(data = hex_coords(3.6) %>% translate(dy = -1.3), fill = color$dark) +
+ geom_polygon(data = hex_coords(4) |> translate(dy = -1.3), fill = color$primary) +
+ geom_polygon(data = hex_coords(3.6) |> translate(dy = -1.3), fill = color$dark) +
geom_text(
data = data.frame(x = 0, y = -2.8), label = "supernova", size = 20,
color = color$light, family = "Consolas"
@@ -60,6 +60,6 @@ ggsave(
bg = "transparent"
)
-load.image("man/figures/logo.png") %>%
- autocrop() %>%
+load.image("man/figures/logo.png") |>
+ autocrop() |>
save.image("man/figures/logo.png")
diff --git a/tests/testthat/_snaps/listwise_delete.md b/tests/testthat/_snaps/listwise_delete.md
index cc1f732..c7c7643 100644
--- a/tests/testthat/_snaps/listwise_delete.md
+++ b/tests/testthat/_snaps/listwise_delete.md
@@ -2,7 +2,7 @@
Code
listwise_delete(df_missing)
- Message
+ Message
3 cases removed due to missing value(s).
Output
mpg cyl disp hp drat wt qsec vs am gear carb
@@ -40,9 +40,10 @@
Code
listwise_delete(model)
- Message
+ Message
Refitting to remove 3 cases with missing value(s)
- i lm(formula = mpg ~ hp * disp, data = listwise_delete(df_missing, c("mpg", "hp", "disp")))
+ i lm(formula = mpg ~ hp * disp, data = listwise_delete(df_missing,
+ c("mpg", "hp", "disp")))
Output
Call:
@@ -57,15 +58,16 @@
# it works in a pipe
Code
- .
- Message
+ get_data_with_missing() %>% lm(mpg ~ hp * disp, data = .) %>% listwise_delete()
+ Message
Refitting to remove 3 cases with missing value(s)
- i lm(formula = mpg ~ hp * disp, data = listwise_delete(., c("mpg", "hp", "disp")))
+ i lm(formula = mpg ~ hp * disp, data = listwise_delete(., c("mpg",
+ "hp", "disp")))
Output
Call:
lm(formula = mpg ~ hp * disp, data = listwise_delete(., c("mpg",
- "hp", "disp")))
+ "hp", "disp")))
Coefficients:
(Intercept) hp disp hp:disp
diff --git a/tests/testthat/_snaps/supernova.md b/tests/testthat/_snaps/supernova.md
index 8c5393d..2e2b101 100644
--- a/tests/testthat/_snaps/supernova.md
+++ b/tests/testthat/_snaps/supernova.md
@@ -2,9 +2,10 @@
Code
supernova(lm(mpg ~ hp, df_missing))
- Message
+ Message
Refitting to remove 1 case with missing value(s)
- i lm(formula = mpg ~ hp, data = listwise_delete(df_missing, c("mpg", "hp")))
+ i lm(formula = mpg ~ hp, data = listwise_delete(df_missing, c("mpg",
+ "hp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp
@@ -20,9 +21,10 @@
Code
supernova(lm(mpg ~ disp, df_missing))
- Message
+ Message
Refitting to remove 2 cases with missing value(s)
- i lm(formula = mpg ~ disp, data = listwise_delete(df_missing, c("mpg", "disp")))
+ i lm(formula = mpg ~ disp, data = listwise_delete(df_missing, c("mpg",
+ "disp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ disp
@@ -38,9 +40,10 @@
Code
supernova(lm(mpg ~ hp * disp, df_missing))
- Message
+ Message
Refitting to remove 3 cases with missing value(s)
- i lm(formula = mpg ~ hp * disp, data = listwise_delete(df_missing, c("mpg", "hp", "disp")))
+ i lm(formula = mpg ~ hp * disp, data = listwise_delete(df_missing,
+ c("mpg", "hp", "disp")))
Output
Analysis of Variance Table (Type III SS)
Model: mpg ~ hp * disp
@@ -117,18 +120,3 @@
----- --------------- | -------- --- ------ --- --- ---
Total (empty model) | 1126.047 31 36.324
-# perfectly fit models print 1.000 for PRE and p
-
- Code
- supernova(model)
- Output
- Analysis of Variance Table (Type III SS)
- Model: c(1:10) ~ c(11:20)
-
- SS df MS F PRE p
- ----- --------------- | ------ - ------ ------------ ------ -----
- Model (error reduced) | 82.500 1 82.500 1.202968e+32 1.0000 .0000
- Error (from model) | 0.000 8 0.000
- ----- --------------- | ------ - ------ ------------ ------ -----
- Total (empty model) | 82.500 9 9.167
-
diff --git a/tests/testthat/cache_test_data.R b/tests/testthat/cache_test_data.R
deleted file mode 100644
index 0899094..0000000
--- a/tests/testthat/cache_test_data.R
+++ /dev/null
@@ -1,38 +0,0 @@
-# Run this to create the JMRData RDS files in ./data
-
-library(magrittr)
-remotes::install_github("UCLATALL/JMRData")
-
-data_dir <- "./tests/testthat/data"
-if (!dir.exists(data_dir)) dir.create(data_dir)
-
-
-# Simple nested designs ---------------------------------------------------
-
-JMRData::ex11.1 %>%
- tidyr::gather(id, value, dplyr::starts_with("score")) %>%
- dplyr::mutate(dplyr::across(c(group, instructions, id), as.factor)) %>%
- readr::write_rds(file.path(data_dir, "jmr_ex11.1.Rds"))
-
-
-# Crossed designs ---------------------------------------------------------
-
-JMRData::ex11.9 %>%
- tidyr::gather(condition, puzzles_completed, -subject) %>%
- dplyr::mutate(dplyr::across(c(subject, condition), as.factor)) %>%
- readr::write_rds(file.path(data_dir, "jmr_ex11.9.Rds"))
-
-JMRData::ex11.17 %>%
- purrr::set_names(tolower(names(.))) %>%
- tidyr::gather(condition, recall, -subject) %>%
- tidyr::separate(condition, c("type", "time"), -1) %>%
- dplyr::mutate(dplyr::across(c(subject, type, time), as.factor)) %>%
- readr::write_rds(file.path(data_dir, "jmr_ex11.17.Rds"))
-
-
-# Mixed designs -----------------------------------------------------------
-
-JMRData::ex11.22 %>%
- tidyr::gather(sex, rating, Male, Female) %>%
- dplyr::mutate(dplyr::across(c(couple, children, sex, yearsmarried), as.factor)) %>%
- readr::write_rds(file.path(data_dir, "jmr_ex11.22.Rds"))
diff --git a/tests/testthat/data/jmr_ex11.1.Rds b/tests/testthat/data/jmr_ex11.1.Rds
deleted file mode 100644
index 5eeeaa4..0000000
Binary files a/tests/testthat/data/jmr_ex11.1.Rds and /dev/null differ
diff --git a/tests/testthat/data/jmr_ex11.17.Rds b/tests/testthat/data/jmr_ex11.17.Rds
deleted file mode 100644
index 856b91a..0000000
Binary files a/tests/testthat/data/jmr_ex11.17.Rds and /dev/null differ
diff --git a/tests/testthat/data/jmr_ex11.22.Rds b/tests/testthat/data/jmr_ex11.22.Rds
deleted file mode 100644
index 38d7be5..0000000
Binary files a/tests/testthat/data/jmr_ex11.22.Rds and /dev/null differ
diff --git a/tests/testthat/data/jmr_ex11.9.Rds b/tests/testthat/data/jmr_ex11.9.Rds
deleted file mode 100644
index 2f566dc..0000000
Binary files a/tests/testthat/data/jmr_ex11.9.Rds and /dev/null differ
diff --git a/tests/testthat/expected/jmr_ex11.1.csv b/tests/testthat/expected/jmr_ex11.1.csv
deleted file mode 100644
index 25f0516..0000000
--- a/tests/testthat/expected/jmr_ex11.1.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-term,SS,df,MS,F,PRE,p
-instructions,12.5,1,12.5,4.686,0.54,0.096
-Error between subjects,10.67,4,2.67,NA,NA,NA
-Total between subjects,23.17,5,4.63,NA,NA,NA
-Total within subjects,5.33,12,0.44,NA,NA,NA
-Total,28.5,17,1.68,NA,NA,NA
diff --git a/tests/testthat/expected/jmr_ex11.17.csv b/tests/testthat/expected/jmr_ex11.17.csv
deleted file mode 100644
index 1bd707d..0000000
--- a/tests/testthat/expected/jmr_ex11.17.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-term,SS,df,MS,F,PRE,p
-Total between subjects,131,4,32.75,NA,NA,NA
-time,65.87,2,32.93,29.94,0.88,0
-time error,8.8,8,1.1,NA,NA,NA
-type,17.63,1,17.63,11.38,0.74,0.028
-type error,6.2,4,1.55,NA,NA,NA
-time:type,1.87,2,0.93,9.33,0.7,0.008
-time:type error,0.8,8,0.1,NA,NA,NA
-Total within subjects,101.17,25,4.05,NA,NA,NA
-Total,232.17,29,8.01,NA,NA,NA
diff --git a/tests/testthat/expected/jmr_ex11.22.csv b/tests/testthat/expected/jmr_ex11.22.csv
deleted file mode 100644
index 045ec0f..0000000
--- a/tests/testthat/expected/jmr_ex11.22.csv
+++ /dev/null
@@ -1,13 +0,0 @@
-term,SS,df,MS,F,PRE,p
-yearsmarried,10.125,1,10.125,9.54,0.44,0.009
-children,0.5,1,0.5,0.48,0.04,0.506
-yearsmarried:children,10.125,1,10.125,9.54,0.44,0.009
-Error between subjects,12.75,12,1.0625,NA,NA,NA
-Total between subjects,33.5,15,2.2333,NA,NA,NA
-sex,3.125,1,3.125,8.82,0.42,0.012
-sex:yearsmarried,2,1,2,5.66,0.32,0.035
-sex:children,0.125,1,0.125,0.35,0.03,0.565
-sex:yearsmarried:children,0.505,1,0.5,1.42,0.11,0.256
-Error within subjects,4.255,12,0.3542,NA,NA,NA
-Total within subjects,10,16,0.625,NA,NA,NA
-Total,43.5,31,1.4,NA,NA,NA
diff --git a/tests/testthat/expected/jmr_ex11.9.csv b/tests/testthat/expected/jmr_ex11.9.csv
deleted file mode 100644
index 7c23d22..0000000
--- a/tests/testthat/expected/jmr_ex11.9.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-term,SS,df,MS,F,PRE,p
-Total between subjects,18,7,2.5714,NA,NA,NA
-condition,2.25,1,2.25,5.727,0.45,0.04794
-Error within subjects,2.75,7,0.3929,NA,NA,NA
-Total within subjects,5,8,0.625,NA,NA,NA
-Total,23,15,1.5333,NA,NA,NA
diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R
new file mode 100644
index 0000000..6086637
--- /dev/null
+++ b/tests/testthat/setup.R
@@ -0,0 +1,93 @@
+# Setup code for tests
+# This file is sourced by testthat before running the test files. Make sure
+# to register teardown code with tools like withr::defer(..., teardown_env())
+
+
+# Test Data -----------------------------------------------------------------
+
+if (!rlang::is_installed("JMRData")) {
+ remotes::install_github("UCLATALL/JMRData")
+}
+
+# The test data frames are all named using the format `test_jmr_{exhibit_number}`, where the exhibit
+# number corresponds to the exhibit number in the textbook and JMRData package. The data in the
+# textbook is formatted in a readable, wide format, so before using it in the tests, it is reshaped
+# to a long format.
+
+# simple nested designs
+test_jmr_ex11.1 <- JMRData::ex11.1 %>%
+ tidyr::gather(id, value, dplyr::starts_with("score")) %>%
+ dplyr::mutate(dplyr::across(c(group, instructions, id), as.factor)) %>%
+ data.frame()
+
+# crossed designs
+test_jmr_ex11.9 <- JMRData::ex11.9 %>%
+ tidyr::gather(condition, puzzles_completed, -subject) %>%
+ dplyr::mutate(dplyr::across(c(subject, condition), as.factor)) %>%
+ data.frame()
+
+test_jmr_ex11.17 <- JMRData::ex11.17 %>%
+ rlang::set_names(tolower(names(JMRData::ex11.17))) %>%
+ tidyr::gather(condition, recall, -subject) %>%
+ tidyr::separate(condition, c("type", "time"), -1) %>%
+ dplyr::mutate(dplyr::across(c(subject, type, time), as.factor)) %>%
+ data.frame()
+
+# mixed designs
+test_jmr_ex11.22 <- JMRData::ex11.22 %>%
+ tidyr::gather(sex, rating, Male, Female) %>%
+ dplyr::mutate(dplyr::across(c(couple, children, sex, yearsmarried), as.factor)) %>%
+ data.frame()
+
+# Expected Results ----------------------------------------------------------
+
+# The expected results are all named using the format `expected_jmr_{exhibit_number}`, where the
+# exhibit number corresponds to the exhibit number in the textbook and JMRData package. These are
+# tibbles with the expected results of the an ANOVA where the compact model is the null model.
+
+expected_jmr_ex11.1 <- tibble::tribble(
+ ~term, ~SS, ~df, ~MS, ~F, ~PRE, ~p,
+ "instructions", 12.5, 1, 12.5, 4.686, 0.54, 0.096,
+ "Error between subjects", 10.67, 4, 2.67, NA, NA, NA,
+ "Total between subjects", 23.17, 5, 4.63, NA, NA, NA,
+ "Total within subjects", 5.33, 12, 0.44, NA, NA, NA,
+ "Total", 28.5, 17, 1.68, NA, NA, NA
+) %>% data.frame()
+
+expected_jmr_ex11.9 <- tibble::tribble(
+ ~term, ~SS, ~df, ~MS, ~F, ~PRE, ~p,
+ "Total between subjects", 18, 7, 2.5714, NA, NA, NA,
+ "condition", 2.25, 1, 2.25, 5.727, 0.45, 0.04794,
+ "Error within subjects", 2.75, 7, 0.3929, NA, NA, NA,
+ "Total within subjects", 5, 8, 0.625, NA, NA, NA,
+ "Total", 23, 15, 1.5333, NA, NA, NA
+) %>% data.frame()
+
+expected_jmr_ex11.17 <- tibble::tribble(
+ ~term, ~SS, ~df, ~MS, ~F, ~PRE, ~p,
+ "Total between subjects", 131, 4, 32.75, NA, NA, NA,
+ "time", 65.87, 2, 32.93, 29.94, 0.88, 0,
+ "time error", 8.8, 8, 1.1, NA, NA, NA,
+ "type", 17.63, 1, 17.63, 11.38, 0.74, 0.028,
+ "type error", 6.2, 4, 1.55, NA, NA, NA,
+ "time:type", 1.87, 2, 0.93, 9.33, 0.7, 0.008,
+ "time:type error", 0.8, 8, 0.1, NA, NA, NA,
+ "Total within subjects", 101.17, 25, 4.05, NA, NA, NA,
+ "Total", 232.17, 29, 8.01, NA, NA, NA
+) %>% data.frame()
+
+expected_jmr_ex11.22 <- tibble::tribble(
+ ~term, ~SS, ~df, ~MS, ~F, ~PRE, ~p,
+ "yearsmarried", 10.125, 1, 10.125, 9.54, 0.44, 0.009,
+ "children", 0.5, 1, 0.5, 0.48, 0.04, 0.506,
+ "yearsmarried:children", 10.125, 1, 10.125, 9.54, 0.44, 0.009,
+ "Error between subjects", 12.75, 12, 1.0625, NA, NA, NA,
+ "Total between subjects", 33.5, 15, 2.2333, NA, NA, NA,
+ "sex", 3.125, 1, 3.125, 8.82, 0.42, 0.012,
+ "sex:yearsmarried", 2, 1, 2, 5.66, 0.32, 0.035,
+ "sex:children", 0.125, 1, 0.125, 0.35, 0.03, 0.565,
+ "sex:yearsmarried:children", 0.505, 1, 0.5, 1.42, 0.11, 0.256,
+ "Error within subjects", 4.255, 12, 0.3542, NA, NA, NA,
+ "Total within subjects", 10, 16, 0.625, NA, NA, NA,
+ "Total", 43.5, 31, 1.4, NA, NA, NA
+) %>% data.frame()
diff --git a/tests/testthat/test-generate_models.R b/tests/testthat/test-generate_models.R
index d2e66a3..5b47b22 100644
--- a/tests/testthat/test-generate_models.R
+++ b/tests/testthat/test-generate_models.R
@@ -1,4 +1,3 @@
-
# Helpers -------------------------------------------------------------------------------------
test_formula <- y ~ a * b * c
diff --git a/tests/testthat/test-listwise_delete.R b/tests/testthat/test-listwise_delete.R
index 428a819..4100bb2 100644
--- a/tests/testthat/test-listwise_delete.R
+++ b/tests/testthat/test-listwise_delete.R
@@ -1,4 +1,3 @@
-
get_data_with_missing <- function() {
df_missing <- mtcars
df_missing[1, ]$hp <- NA_real_
@@ -31,10 +30,11 @@ test_that("it refits an lm with missing data with a message about the new call",
})
test_that("it works in a pipe", {
- get_data_with_missing() %>%
- lm(mpg ~ hp * disp, data = .) %>%
- listwise_delete() %>%
- expect_snapshot()
+ expect_snapshot(
+ get_data_with_missing() %>%
+ lm(mpg ~ hp * disp, data = .) %>%
+ listwise_delete()
+ )
})
test_that("it works when the call is long and breaks multiple lines when using deparse", {
diff --git a/tests/testthat/test-supernova.lmerMod.R b/tests/testthat/test-supernova.lmerMod.R
index a53c690..8c9dc40 100644
--- a/tests/testthat/test-supernova.lmerMod.R
+++ b/tests/testthat/test-supernova.lmerMod.R
@@ -7,18 +7,7 @@
# Helper functions --------------------------------------------------------
-get_data <- function(name) {
- prefix <- if (interactive()) "./tests/testthat/" else "./"
- readRDS(file.path(prefix, "data", paste0(name, ".Rds")))
-}
-
-get_expected <- function(name) {
- prefix <- if (interactive()) "./tests/testthat/" else "./"
- read.csv(file.path(prefix, "expected", paste0(name, ".csv")), stringsAsFactors = FALSE)
-}
-
fit_lmer <- function(formula, data) {
- skip_if_not_installed("lme4")
lme4::lmer(
formula,
data = data,
@@ -35,9 +24,8 @@ fit_lmer <- function(formula, data) {
test_that("cannot compute SS types other than Type III for lmerMod", {
model <- fit_lmer(
puzzles_completed ~ condition + (1 | subject),
- data = get_data("jmr_ex11.9")
+ test_jmr_ex11.9
)
-
expect_error(supernova(model, type = 1))
expect_error(supernova(model, type = 2))
})
@@ -45,9 +33,8 @@ test_that("cannot compute SS types other than Type III for lmerMod", {
test_that("there is no verbose print for lmerMod (warn and switch off)", {
model <- fit_lmer(
puzzles_completed ~ condition + (1 | subject),
- data = get_data("jmr_ex11.9")
+ test_jmr_ex11.9
)
-
expect_warning(supernova(model, verbose = TRUE))
})
@@ -57,7 +44,7 @@ test_that("there is no verbose print for lmerMod (warn and switch off)", {
test_that("supernova object has table, fit, and models", {
model <- fit_lmer(
puzzles_completed ~ condition + (1 | subject),
- data = get_data("jmr_ex11.9")
+ test_jmr_ex11.9
)
obj <- supernova(model, type = 3)
@@ -80,25 +67,17 @@ test_that("supernova object has table, fit, and models", {
))
})
-test_that("magrittr can pipe lmer() to supernova", {
- fit_lmer(
- puzzles_completed ~ condition + (1 | subject),
- data = get_data("jmr_ex11.9")
- ) %>%
+test_that("supernova works when lmer() is piped in", {
+ fit_lmer(puzzles_completed ~ condition + (1 | subject), test_jmr_ex11.9) %>%
supernova() %>%
expect_s3_class("supernova")
})
-test_that("magrittr can pipe data to lm() to supernova", {
- skip_if(
- package_version(R.version) < "3.5",
- "This is only skipped to make this package compatible with DataCamp Light."
- )
-
+test_that("supernova works when data is piped into lmer() is piped in", {
# Believe it or not, this might not work. Do not remove or refactor test.
- # When stats::update() tries to get the call, the data object is just "."
- # supernova has to middle-man with supernova::update() to get this to work
- get_data("jmr_ex11.9") %>%
+ # When stats::update() tries to get the call, the data object is just the
+ # placeholder. supernova has to middle-man with supernova::update()
+ test_jmr_ex11.9 %>%
fit_lmer(puzzles_completed ~ condition + (1 | subject), data = .) %>%
supernova() %>%
expect_s3_class("supernova")
@@ -110,12 +89,12 @@ test_that("magrittr can pipe data to lm() to supernova", {
test_that("supernova can test simple nested designs", {
model <- fit_lmer(
value ~ instructions + (1 | group),
- data = get_data("jmr_ex11.1")
+ test_jmr_ex11.1
)
expect_equal(
supernova(model)$tbl,
- get_expected("jmr_ex11.1"),
+ expected_jmr_ex11.1,
tolerance = 0.01
)
})
@@ -123,12 +102,12 @@ test_that("supernova can test simple nested designs", {
test_that("supernova can test simple crossed designs", {
model <- fit_lmer(
puzzles_completed ~ condition + (1 | subject),
- data = get_data("jmr_ex11.9")
+ test_jmr_ex11.9
)
expect_equal(
supernova(model)$tbl,
- get_expected("jmr_ex11.9"),
+ expected_jmr_ex11.9,
tolerance = 0.001
)
})
@@ -136,12 +115,12 @@ test_that("supernova can test simple crossed designs", {
test_that("supernova can test multiple crossed designs", {
model <- fit_lmer(
recall ~ time * type + (1 | subject) + (1 | time:subject) + (1 | type:subject),
- data = get_data("jmr_ex11.17")
+ test_jmr_ex11.17
)
expect_equal(
supernova(model)$tbl,
- get_expected("jmr_ex11.17"),
+ expected_jmr_ex11.17,
tolerance = 0.01
)
})
@@ -149,12 +128,12 @@ test_that("supernova can test multiple crossed designs", {
test_that("supernova can test mixed designs", {
model <- fit_lmer(
rating ~ sex * yearsmarried * children + (1 | couple),
- data = get_data("jmr_ex11.22")
+ test_jmr_ex11.22
)
expect_equal(
supernova(model)$tbl,
- get_expected("jmr_ex11.22"),
+ expected_jmr_ex11.22,
tolerance = 0.01
)
})
@@ -165,7 +144,7 @@ test_that("supernova can test mixed designs", {
test_that("nested repeated measures tables are beautifully formatted", {
model <- fit_lmer(
value ~ instructions + (1 | group),
- data = get_data("jmr_ex11.1")
+ test_jmr_ex11.1
)
expect_snapshot(supernova(model))
@@ -179,7 +158,7 @@ test_that("crossed repeated measures tables are beautifully formatted", {
model <- fit_lmer(
rating ~ sex * yearsmarried * children + (1 | couple),
- data = get_data("jmr_ex11.22")
+ test_jmr_ex11.22
)
expect_snapshot(supernova(model))
diff --git a/tests/testthat/test-supernova.r b/tests/testthat/test-supernova.r
index 6d292dc..b7c03d9 100644
--- a/tests/testthat/test-supernova.r
+++ b/tests/testthat/test-supernova.r
@@ -189,13 +189,13 @@ test_that("supernova table structure is well-formed", {
# TODO: what about verbose table structure?
})
-test_that("magrittr can pipe lm() to supernova", {
+test_that("supernova works when lm() is piped in", {
lm(mpg ~ NULL, mtcars) %>%
supernova() %>%
expect_s3_class("supernova")
})
-test_that("magrittr can pipe data to lm() to supernova", {
+test_that("supernova works when data is piped into lm() is piped in", {
# Believe it or not, this might not work. Do not remove or re-factor test.
# When stats::update() tries to get the call, the data object is just "."
# supernova has to middle-man with supernova::update() to get this to work
@@ -218,15 +218,11 @@ test_that("supernova calcs. (quant. ~ NULL) ANOVA correctly", {
model <- lm(mpg ~ NULL, data = mtcars)
actual <- supernova(model)$tbl
expected <- anova(model)
+ numbers_only <- function(x) unname(as.matrix(x))
- numbers_only <- function(x) {
- x %>%
- as.matrix() %>%
- unname()
- }
expect_identical(
- actual[3, c("SS", "df", "MS", "F", "p")] %>% numbers_only(),
- expected[c("Sum Sq", "Df", "Mean Sq", "F value", "Pr(>F)")] %>% numbers_only()
+ numbers_only(actual[3, c("SS", "df", "MS", "F", "p")]),
+ numbers_only(expected[c("Sum Sq", "Df", "Mean Sq", "F value", "Pr(>F)")])
)
})
@@ -354,5 +350,8 @@ test_that("non-verbose tables do not have a description column", {
test_that("perfectly fit models print 1.000 for PRE and p", {
model <- lm(c(1:10) ~ c(11:20))
- expect_snapshot(supernova(model))
+ # f statistic can be unreliable to reproduce
+ supernova(model) %>%
+ print() %>%
+ expect_output("1.0000 .0000\n")
})
diff --git a/tests/testthat/test-variables.R b/tests/testthat/test-variables.R
index f9483bb..b9d63fa 100644
--- a/tests/testthat/test-variables.R
+++ b/tests/testthat/test-variables.R
@@ -1,22 +1,12 @@
-
# Helper functions --------------------------------------------------------
-
-get_data <- function(name) {
- prefix <- if (interactive()) "./tests/testthat/" else "./"
- readRDS(file.path(prefix, "data", paste0(name, ".Rds")))
-}
-
-
fit_lmer <- function(frm, data) {
lme4::lmer(frm, data = data, na.action = na.omit, subset = NULL, weights = NULL, offset = NULL)
}
-
# General tests -----------------------------------------------------------
-
test_that("variables are extracted from bare formulae", {
expect_identical(variables(mpg ~ hp), list(
outcome = "mpg",
@@ -124,7 +114,11 @@ test_that("variables are extracted from complex between models with interactions
test_that("variables are extracted from simple nested models", {
- model <- fit_lmer(value ~ instructions + (1 | group), data = get_data("jmr_ex11.1"))
+ model <- fit_lmer(
+ value ~ instructions + (1 | group),
+ test_jmr_ex11.1
+ )
+
expect_identical(
variables(model),
list(
@@ -139,7 +133,11 @@ test_that("variables are extracted from simple nested models", {
test_that("variables are extracted from simple crossed models", {
- model <- fit_lmer(puzzles_completed ~ condition + (1 | subject), data = get_data("jmr_ex11.9"))
+ model <- fit_lmer(
+ puzzles_completed ~ condition + (1 | subject),
+ test_jmr_ex11.9
+ )
+
expect_identical(
variables(model),
list(
@@ -154,7 +152,11 @@ test_that("variables are extracted from simple crossed models", {
test_that("variables are extracted from simple crossed models with interactions", {
- model <- fit_lmer(recall ~ type * time + (1 | subject), data = get_data("jmr_ex11.17"))
+ model <- fit_lmer(
+ recall ~ type * time + (1 | subject),
+ test_jmr_ex11.17
+ )
+
expect_identical(
variables(model),
list(
@@ -171,7 +173,7 @@ test_that("variables are extracted from simple crossed models with interactions"
test_that("variables are extracted from models with multiple crossed variables", {
model <- fit_lmer(
recall ~ time * type + (1 | subject) + (1 | time:subject) + (1 | type:subject),
- data = get_data("jmr_ex11.17")
+ data = test_jmr_ex11.17
)
expect_identical(
variables(model),
@@ -189,7 +191,7 @@ test_that("variables are extracted from models with multiple crossed variables",
test_that("variables are extracted from mixed models with interactions", {
model <- fit_lmer(
rating ~ sex * yearsmarried * children + (1 | couple),
- data = get_data("jmr_ex11.22")
+ test_jmr_ex11.22
)
expect_identical(
variables(model),