Varying-Coefficient Mixture-of-Experts Models

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Documentation for package ‘VCMoE’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package README

Help Pages

coef.vcmoe	Extract VCMoE coefficients
confint.vcmoe_bootstrap	Bootstrap confidence intervals for VCMoE coefficients
plot_coefficients	Plot fitted coefficient functions
plot_diagnostics	Plot VCMoE fit diagnostics
plot_inference	Plot bootstrap inference intervals
plot_posterior	Plot fitted posterior summaries
predict.vcmoe	Predict from a VCMoE fit
simulate_vcmoe_binomial	Simulate Binomial VCMoE data
simulate_vcmoe_gaussian	Simulate Gaussian VCMoE data
simulate_vcmoe_negbin	Simulate Negative-Binomial VCMoE count data
vcmoe_bootstrap	Parametric bootstrap inference for a VCMoE fit
vcmoe_confband	Analytic-style confidence bands for a VCMoE fit
vcmoe_diagnostics	Summarize VCMoE fit diagnostics
vcmoe_fit	Fit a varying-coefficient mixture-of-experts model
vcmoe_gating_contrasts	Report Identifiable VCMoE Gating Contrasts
vcmoe_glrt	Coefficient-specific GLRT for VCMoE coefficient variation
vcmoe_parameterization	Inspect VCMoE Parameterization Metadata
vcmoe_scaled_slopes	Inspect VCMoE Local-Linear Slopes On The Scaled Basis
vcmoe_select_bandwidth	Select a VCMoE bandwidth by K-fold cross-validation