mixPHM: Mixtures of Proportional Hazard Models

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Fits multiple variable mixtures of various parametric proportional hazard models using the EM-Algorithm. Proportionality restrictions can be imposed on the latent groups and/or on the variables. Several survival distributions can be specified. Missing values and censored values are allowed. Independence is assumed over the single variables.

Author
Patrick Mair [cre, aut], Marcus Hudec [aut]
Date of publication
2015-07-23 15:14:01
Maintainer
Patrick Mair <mair@fas.harvard.edu>
License
GPL-2
Version
0.7-2

View on CRAN

Man pages

mixPHM-package
Mixtures of proportional hazard models
msBIC
PHM model selection with BIC
phmclust
Fits mixtures of proportional hazard models
plot_hazard
Plot functions
screeBIC
Scree plot of BIC's
stableEM
Stable EM solution
webshop
Webshop dataset for mixPHM package
WilcoxH
Tests of Zero Correlations Among P Variables

Files in this package

mixPHM
mixPHM/NAMESPACE
mixPHM/data
mixPHM/data/webshop.rda
mixPHM/R
mixPHM/R/Mclass.R
mixPHM/R/Eclass.R
mixPHM/R/s.check.R
mixPHM/R/WilcoxH.R
mixPHM/R/plot_hazard.R
mixPHM/R/Mmax.R
mixPHM/R/screeBIC.R
mixPHM/R/phmclust.R
mixPHM/R/msBIC.R
mixPHM/R/summary.mws.R
mixPHM/R/Emax.R
mixPHM/R/stableEM.R
mixPHM/R/plot_survival.R
mixPHM/R/print.wilcoxh.R
mixPHM/R/print.mws.R
mixPHM/R/logLik.mws.R
mixPHM/R/plot_profile.R
mixPHM/R/print.BICmat.R
mixPHM/R/Mrandom.R
mixPHM/MD5
mixPHM/DESCRIPTION
mixPHM/man
mixPHM/man/screeBIC.Rd
mixPHM/man/WilcoxH.Rd
mixPHM/man/mixPHM-package.Rd
mixPHM/man/msBIC.Rd
mixPHM/man/webshop.Rd
mixPHM/man/stableEM.Rd
mixPHM/man/phmclust.Rd
mixPHM/man/plot_hazard.Rd