which_IC: General Purpose Information Criterion Function

In Shakeel95/bioFlex: Estimation and model selection for strictly positive heavy tailed data, using flexible parametric distributions

Description

General purpose function for computing one of six preset information criteria. This function is called by flex_select , and is used to rank distributions in order of best overall fit.

Usage

which_IC(data, model, IC)

Arguments

data	An mandatory data frame or maxtrix containing the variables in the model.
model	An object of class "mle2".
IC	String variable indicating which information criteria should be outputted. Currently, the following are supported: “AIC”, “adjBIC”, “BIC”, “CAIC”, “AIC3”, and “AICc”.

References

Dziak, John et al. "Sensitivity And Specificity Of Information Criteria." Technical Report Series #12-119 (2017)

Shakeel95/bioFlex documentation built on March 3, 2020, 11:27 a.m.