initial.values.fm.smn.cr: Initial values for the FMR-SMN-CR

In CensMixReg: Censored Linear Mixture Regression Models

Description

Obtained the initial values for the parameter beta_j,sigma_j, p_j and nu the SMN distribution.

Usage

initial.values.fm.smn.cr(cc, y, x, g=2, algorithm="k-medoids", family="T",
lower=1, upper=20, space=0.1, plotLog = TRUE, searchNU=TRUE, printNU=TRUE,
  saveFigure = FALSE)

Arguments

cc	Vector of censoring indicators. For each observation: 0 if non-censored, 1 if censored.
y	Vector of responses in case of right censoring.
x	Matrix or vector of covariates for each component
g	Numbers of components
algorithm	It indicates the algorithm: "trim-kmeans","MinMax_kmeans", "k-means" and "k-medoids"
family	"T", "Normal", "Slash" or "NormalC"
lower	lower value of the search of the nu or gamma parameter
upper	upper value of the search of the nu or gamma parameter
space	number: increment of the sequence
plotLog	TRUE or FALSE the figure of profile
searchNU	TRUE or FALSE the search the nu or gamma parameter
printNU	TRUE or FALSE the print the nu or gamma parameter
saveFigure	TRUE or FALSE save the figure of profile

Examples

  #See examples for the wage.rates function linked above.

CensMixReg documentation built on May 2, 2019, 9:11 a.m.