estimateRidge: Ridge Estimation

In rudazhang/plmr: Probabilistic Learning on Manifolds in R

Description

Ridge Estimation

Usage

estimateRidge(
  X0,
  d,
  sigma,
  minCos = 0.05,
  omega = 1,
  maxStep = NULL,
  maxIter = 100L,
  returnV = FALSE,
  silent = FALSE
)

Arguments

X0	Initial data.table, N-by-n.
d	Dimension of density ridge.
sigma	KDE bandwidth for SCMS.
omega	Stepsize relaxation factor, default to 1.
returnV	Whether to return the eigenvector at ridge; an (n,n,N) array.

Value

Data.table of estimated density ridge.

rudazhang/plmr documentation built on Aug. 30, 2021, 5:43 p.m.