URL: https://CRAN.R-project.org/package=AICcmodavg
Proper Citation: AICcmodavg (RRID:SCR_023299)
Description: Software R package to implement model selection and multimodel inference based on Akaike's information criterion (AIC) and the second-order AIC (AICc), as well as their quasi-likelihood counterparts (QAIC, QAICc) from various model object classes. Package implements classic model averaging for given parameter of interest or predicted values, as well as shrinkage version of model averaging parameter estimates or effect sizes. Package includes diagnostics and goodness-of-fit statistics for certain model types including those of 'unmarkedFit' classes estimating demographic parameters after accounting for imperfect detection probabilities.
Synonyms: Akaike's Information Criterion and the second-order AIC model selection and multimodel inference based on (Q)AIC(c)
Resource Type: software toolkit, software resource
Keywords: implement model selection, multimodel inference, Akaike's information criterion, second-order AIC, quasi-likelihood counterparts, various model object classes
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