Kernel Knockoffs Selection for Nonparametric Additive Models

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Documentation for package ‘kko’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

generate_data	generate response from nonparametric additive model
kko	variable selection for additive model via KKO
KO_evaluation	evaluate performance of KKO selection
rk_fit	nonparametric additive model seleciton via random kernel
rk_subsample	compute selection frequency of rk_fit on subsamples
rk_tune	tune random feature number for KKO.