sparse.mediation.grplasso.fold: sparse.mediation.grplasso.fold

In seonjoo/smm: Sparse Mediation For High-Dimensional Mediators

Description

sparse.mediation.grplasso.fold

Usage

sparse.mediation.grplasso.fold(
  fold,
  Y,
  X,
  M,
  cvid,
  lambda1 = 0.01,
  lambda2 = 1,
  alpha = 0.95,
  tol = 10^(-10),
  max.iter = 100,
  group.penalty.factor = c(1, rep(1:(ncol(M)) + 1, 2)),
  penalty.factor = c(1, rep(1, ncol(M) * 2)),
  threshold = 0,
  non.zeros.stop = ncol(M),
  verbose = FALSE
)

seonjoo/smm documentation built on Feb. 11, 2021, 5:54 a.m.