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phmm (version 0.7-5)

Proportional Hazards Mixed-effects Model (PHMM)

Description

Fits proportional hazards model incorporating random effects using an EM algorithm using Markov Chain Monte Carlo at E-step.

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Version

Install

install.packages('phmm')

Monthly Downloads

83

Version

0.7-5

License

GPL-3

Maintainer

Michael Donohue

Last Published

September 21st, 2013

Functions in phmm (0.7-5)

phmm.cond.loglik

PHMM conditional log-likelihood
linear.predictors

PHMM Design
phmm

Proportional Hazards Model with Mixed Effects
pseudoPoisPHMM

Pseudo poisson data for fitting PHMM via GLMM
loglik.cond

PHMM conditional log-likelihood
AIC.phmm

Akaike Information Criterion for PHMM
cAIC

Conditional Akaike Information Criterion for PHMM
phmm-package

Proportional Hazards with Mixed Model (PHMM)
traceHat

Trace of the "hat" matrix from PHMM-MCEM fit
plot.phmm

Plots the convergence of MCMC-EM estimates from a PHMM