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Poisson observation model. See poisson-observations.R for a Poisson observation example (note the use of
poisson_log_lpmf). -
Categorical/multinoulli observation model. See categorical-observations.R for an example, and notice the use of
categorical_logit_lpmf. -
Categorical multisession model (ovenbirds example). See multisession-categorical.R for an example. This model gets somewhat complex, because there are a variable number of sampling occasions in each year, and there are animals that are known to be dead on some sampling occasions.
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Possum case study. See possum-example.R.
ch09
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