Marek Gałązka

Adaptive Re-Screening and Pair-Screened Joint Rescue for Scalable Stepwise Selection in Cross-Classified Linear Mixed Models

Stepwise fixed-effect selection in complex linear mixed models is expensive because each candidate can require the re-estimation of variance components. Permanent pruning lowers this cost but can discard predictors that become relevant after other terms enter. We propose adaptive...