Confidence Envelopes for Model Selection Criteria Based on Minimum ZIC

Narrow down the number of models to look at in model selection using the confidence envelopes based on the minimum ZIC (Generalized Information Criteria) values for regression and time series data. Functions involve the computation of multivariate normal-probabilities with covariance matrices based on minimum ZIC inverting the CDF of the minimum ZIC. It involves both the computation of singular and non-singular probabilities as described in Genz (1992) <[https:doi.org/10.2307/1390838]https:doi.org/10.2307/1390838>.


Reference manual

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install.packages("ConfZIC")

1.0.1 by I.M.L. Nadeesha Jayaweera, 3 years ago


Browse source code at https://github.com/cran/ConfZIC


Authors: I.M.L. Nadeesha Jayaweera [aut, cre] , A. Alex Trindade [ctb, aut]


Documentation:   PDF Manual  


GPL-2 license


Imports cmna, stats, ltsa, MuMIn, mvtnorm, utils, tidytable, psych

Suggests knitr, rmarkdown, testthat


See at CRAN