trim.cwm: trim.cwm: main function

In changwn/RMR: Robust Mixture Regression

trim.cwm: main function

Description

main function adapted from the original developer of CWM method.

Usage

trim.cwm(
  X,
  Y,
  K,
  niter = 20,
  Ksteps = 10,
  maxfactx = 5,
  maxfacty = 5,
  zero.tol = 1e-16,
  zero.tol1 = 1e-16,
  zero.tol2 = 1e-90,
  trace = 0,
  alpha = 0.1,
  init = 5
)

Arguments

X	independent variables.
Y	response variable.
K	number of clusters.
niter	see original CWM method.
Ksteps	see original CWM method
maxfactx	see original CWM method
maxfacty	see original CWM method
zero.tol	see original CWM method
zero.tol1	see original CWM method
zero.tol2	see original CWM method
trace	see original CWM method
alpha	see original CWM method
init	number of initializations

Value

an RobMixReg object.

changwn/RMR documentation built on March 29, 2025, 3:15 p.m.