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phmm (version 0.6.3)
Proportional Hazards Mixed-effects Model (PHMM)
Description
Fits proportional hazards model incorporating random effects using an EM agorithm using Markov Chain Monte Carlo at E-step.
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Install
install.packages('phmm')
Monthly Downloads
15
Version
0.6.3
License
GPL-2
Maintainer
Michael Donohue
Last Published
January 6th, 2010
Functions in phmm (0.6.3)
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phmm-package
Proportional Hazards with Mixed Model (PHMM)
linear.predictors
PHMM Design
cAIC
Conditional Akaike Information Criterion for PHMM
phmm.cond.loglik
PHMM conditional log-likelihood
phmm.design
PHMM Design
AIC
Akaike Information Criterion for PHMM
traceHat
Trace of the "hat" matrix from PHMM-MCEM fit
plot.phmm
Plots the convergence of MCMC-EM estimates from a PHMM
loglik.cond
PHMM conditional log-likelihood
phmm
Proportional Hazards Model with Mixed Effects
pseudoPoisPHMM
Pseudo poisson data for fitting PHMM via GLMM