Generalised Linear Mixed Model Selection
Coefficient function for cv.glmmsel object
Coefficient function for glmmsel object
Cross-validated generalised linear mixed model selection
Fixed effects function for cv.glmmsel object
Fixed effects function for glmmsel object
Fixed effects function
Generalised linear mixed model selection
Plot function for cv.glmmsel object
Plot function for glmmsel object
Predict function for cv.glmmsel object
Predict function for glmmsel object
Random effects function for cv.glmmsel object
Random effects function for glmmsel object
Random effects function
Provides tools for fitting sparse generalised linear mixed models with l0 regularisation. Selects fixed and random effects under the hierarchy constraint that fixed effects must precede random effects. Uses coordinate descent and local search algorithms to rapidly deliver near-optimal estimates. Gaussian and binomial response families are currently supported. For more details see Thompson, Wand, and Wang (2025) <doi:10.48550/arXiv.2506.20425>.
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