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Setup dataset

Functions for building a dataset object used for model-fitting.

occumbData()
Constructor for occumbData data class.

Model fitting

Functions for fitting a model.

occumb()
Model-fitting function.

Model assessment

Functions for assessment of the fitted model.

get_post_samples() get_post_summary()
Extract posterior samples or summary of parameters from a model-fit object.
gof()
Goodness-of-fit assessment of the fitted model.

Study design for effective species detection

Functions for the model-based assessment of study design.

eval_util_L()
Expected utility for local species diversity assessments.
eval_util_R()
Expected utility for regional species diversity assessments.
list_cond_L()
Conditions for local assessment under certain budget and cost values.
list_cond_R()
Conditions for regional assessment under certain budget and cost values.

S4 methods

Generic function methods applied to occumb package outputs.

plot(<occumbFit>)
Plot method for occumbFit class.
plot(<occumbGof>)
Plot method for occumbGof class.
predict(<occumbFit>)
Predict method for occumbFit class.
summary(<occumbData>)
Summary method for occumbData class.
summary(<occumbFit>)
Summary method for occumbFit class.

Dataset

Example dataset to illustrate function usage.

fish
Fish eDNA metabarcoding dataset
fish_raw
Fish eDNA metabarcoding dataset