Confidence Envelopes for Model Selection Criteria Based on Minimum ZIC
Rank the regression models based on the confidence envelope for minimu...
Rank the time series (ARMA) models based on the confidence envelope fo...
Test whether two ZIC values differ significantly based on minimum ZIC ...
Test whether two ZIC values differ significantly 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>.