adaptive_knockoff: Adaptive knockoff

Description Usage Arguments

View source: R/adaptive_knockoff.R

Description

This function takes W as an input and outpus the selection set generated by the adaptive knockoff procedure

Usage

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adaptive_knockoff(
  W,
  U,
  fdr = 0.1,
  offset = 1,
  method = filter_gam,
  reveal_prop = 0.1,
  mute = TRUE
)

Arguments

W

a p-dimensional vector of the feature importance statistics.

U

p-by-r vector of the side information.

fdr

The target FDR level(s). The default is 0.1.

offset

0 or 1 (default: 1).

method

The method used for evaluating the probability of being null. The default is random forest.


zhimeir/adaptiveKnockoffs documentation built on Oct. 6, 2021, 9:41 p.m.