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updated NEWS.md
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jr-leary7 committed Nov 12, 2024
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+ Switched GEE fitting back to use `scale.fix = FALSE` and substituted a fixed value for the Negative-binomial overdispersion parameter (instead of estimating via method-of-moments) as it improves model fits.
+ Added option to use a Lagrange Multiplier (Score) test for GEE mode instead of the default Wald test. The relevant argument is `gee.test` in `testDynamic()`.
+ Updated documentation and some tests.
+ Added column called `Null_Fit_Notes` to output from `getResultsDE()` to describe when and how null models fail. This doesn't happen frequently, but it's good info to have when it does.
+ Added column called `Null_Fit_Notes` to output from `getResultsDE()` to describe when and how null models fail. This doesn't happen frequently, but it's good info to have when it does.
+ Expanded test suite to include C++ functions.
+ Fixed incorrectly-implemented Lagrange Multiplier test after initial code was seen to be incorrect.
+ Fixed incorrectly-implemented Lagrange Multiplier test after initial code was seen to be incorrect. See [this paper](https://doi.org/10.32614/RJ-2023-056) for the relevant implementation details.

# Changes in v0.8.6

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