penMSM: Estimating Regularized Multi-state Models Using L1 Penalties
Version 0.99

Structured fusion Lasso penalized estimation of multi-state models with the penalty applied to absolute effects and absolute effect differences (i.e., effects on transition-type specific hazard rates).

AuthorHolger Reulen
Date of publication2015-01-12 14:41:14
MaintainerHolger Reulen <hreulen@uni-goettingen.de>
LicenseGPL (>= 2)
Version0.99
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("penMSM")

Popular man pages

ddlpl: ddlpl.
dlpl: First derivative of the Log Partial Likelihood.
llP: Log Likelihood for Poisson Regression.
lpl: Log Partial Likelihood.
penaltymatrix: Penalty matrix for L1 penalized estimation of multistate...
plmatrix: plmatrix.
sF: Score vector and Fisher information matrix of the Poisson log...
See all...

All man pages Function index File listing

Man pages

buildrisksets: Calculation of risksets needed for partial likelihood...
dapproxpenalty: First derivative of the locally quadratic approximated...
ddlpl: ddlpl.
dlpl: First derivative of the Log Partial Likelihood.
dpenaltyfunction: First derivative of the penalty function.
fishercpp: Fisher information matrix of the log partial likelihood of a...
fisherinfo: Fisher information matrix of the log partial likelihood of a...
fisherinfoP: Fisher information matrix of the Poisson log likelihood.
llP: Log Likelihood for Poisson Regression.
lpl: Log Partial Likelihood.
penaltymatrix: Penalty matrix for L1 penalized estimation of multistate...
penMSM: penMSM.
plmatrix: plmatrix.
scorevector: Score vector of the log partial likelihood of a multistate...
scorevectorP: Score vector of the Poisson log likelihood.
sF: Score vector and Fisher information matrix of the Poisson log...

Functions

Files

src
src/fishercpp.cpp
src/RcppExports.cpp
NAMESPACE
R
R/dlpl.R
R/scorevectorP.R
R/lpl.R
R/llP.R
R/penaltymatrix.R
R/fisherinfoP.R
R/dpenaltyfunction.R
R/RcppExports.R
R/dapproxpenalty.R
R/scorevector.R
R/sF.R
R/ddlpl.R
R/fisherinfo.R
R/plmatrix.R
R/buildrisksets.R
R/penMSM.R
MD5
DESCRIPTION
man
man/penMSM.Rd
man/scorevector.Rd
man/dapproxpenalty.Rd
man/sF.Rd
man/plmatrix.Rd
man/dpenaltyfunction.Rd
man/dlpl.Rd
man/buildrisksets.Rd
man/llP.Rd
man/penaltymatrix.Rd
man/scorevectorP.Rd
man/lpl.Rd
man/fisherinfoP.Rd
man/fishercpp.Rd
man/ddlpl.Rd
man/fisherinfo.Rd
penMSM documentation built on May 20, 2017, 12:33 a.m.

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