mets: Analysis of Multivariate Event Times

Implementation of various statistical models for multivariate event history data. Including multivariate cumulative incidence models, and bivariate random effects probit models (Liability models). Also contains two-stage binomial modelling that can do pairwise odds-ratio dependence modelling based marginal logistic regression models. This is an alternative to the alternating logistic regression approach (ALR).

AuthorKlaus K. Holst and Thomas Scheike
Date of publication2015-05-29 07:36:10
MaintainerKlaus K. Holst <klaus@holst.it>
LicenseGPL (>= 2)
Version1.1.1
http://lava.r-forge.r-project.org/

View on CRAN

Man pages

aalenfrailty: Aalen frailty model

back2timereg: Convert to timereg object

bicomprisk: Estimation of concordance in bivariate competing risks data

binomial.twostage: Fits Clayton-Oakes or bivariate Plackett (OR) models for...

biprobit: Bivariate Probit model

blocksample: Block sampling

bptwin: Liability model for twin data

casewise: Estimates the casewise concordance based on Concordance and...

casewise.test: Estimates the casewise concordance based on Concordance and...

ClaytonOakes: Clayton-Oakes model with piece-wise constant hazards

concordance: Concordance Computes concordance and casewise concordance

cor.cif: Cross-odds-ratio, OR or RR risk regression for competing...

Dbvn: Derivatives of the bivariate normal cumulative distribution...

dermalridges: Dermal ridges data (families)

dermalridgesMZ: Dermal ridges data (monozygotic twins)

divide.conquer: Split a data set and run function

divide.conquer.timereg: Split a data set and run function from timereg and aggregate

easy.binomial.twostage: Fits two-stage binomial for describing depdendence in...

easy.twostage: Fits two-stage model for describing depdendence in survival...

Event: Event history object

eventpois: Extract survival estimates from lifetable analysis

fast.approx: Fast approximation

fast.pattern: Fast pattern

fast.reshape: Fast reshape Simple reshape/tranpose of data

Grandom.cif: Additive Random effects model for competing risks data for...

internal: For internal use

ipw: Inverse Probability of Censoring Weights

ipw2: Inverse Probability of Censoring Weights

lifetable.matrix: Life table

mena: Menarche data set

mets-package: Analysis of Multivariate Events

migr: Migraine data

multcif: Multivariate Cumulative Incidence Function example data set

np: np data set

phreg: Fast Cox PH regression

plack.cif: plack Computes concordance for or.cif based model, that is...

printcasewisetest: prints Concordance test

prt: Prostate data set

random.cif: Random effects model for competing risks data

simAalenFrailty: Simulate from the Aalen Frailty model

simClaytonOakes: Simulate from the Clayton-Oakes frailty model

simClaytonOakesWei: Simulate from the Clayton-Oakes frailty model

summary.cor: Summary for dependence models for competing risks

test.conc: Concordance test Compares two concordance estimates

tetrachoric: Estimate parameters from odds-ratio

twinbmi: BMI data set

twin.clustertrunc: Estimation of twostage model with cluster truncation in...

twinlm: Classic twin model for quantitative traits

twinsim: Simulate twin data

twinstut: Stutter data set

twostage: Fits Clayton-Oakes or bivariate Plackett models for bivariate...

Files in this package

mets
mets/inst
mets/inst/misc
mets/inst/misc/ipw.png
mets/inst/misc/cifMZ.png
mets/inst/misc/pcif2.png
mets/inst/misc/sim-cens-ts.r
mets/inst/misc/cumh.png
mets/inst/misc/obs
mets/inst/misc/obs/workshop.R
mets/inst/misc/obs/workshop-ts.R
mets/inst/misc/obs/workshop.org
mets/inst/misc/obs/workshop.html
mets/inst/misc/workshop-src.org
mets/inst/misc/conc2.png
mets/inst/misc/pcifl.png
mets/inst/misc/twinbmi.R
mets/inst/misc/run-all.R
mets/inst/misc/concordance.png
mets/inst/misc/pcif.png
mets/inst/misc/orgmode1.css
mets/inst/misc/mena.html
mets/inst/misc/workshop-run.html
mets/inst/misc/casewisea.png
mets/inst/misc/cif2.png
mets/inst/misc/orgmode2.css
mets/inst/misc/sim-nordic-twin.r
mets/inst/misc/workshop.html
mets/inst/binfam.rda
mets/inst/phenotype1.rda
mets/inst/twinbmi2.rda
mets/inst/mets1.png
mets/inst/binomialtwostage.R
mets/inst/menalong.rda
mets/tests
mets/tests/testthat
mets/tests/testthat/test_reshape.R
mets/tests/testthat/test_approx.R
mets/tests/testthat/test_claytonoakes.R
mets/tests/test-all.R
mets/src
mets/src/mvn.cpp
mets/src/Makevars
mets/src/mvt.f
mets/src/mvn.h
mets/src/cor.cpp
mets/src/fastcox.h
mets/src/tvpackAux.c
mets/src/tools.h
mets/src/tvpack.f
mets/src/tools.cpp
mets/src/fastcox.cpp
mets/src/plackettMLE.cpp
mets/src/prop-odd.cpp
mets/src/binomial-plackett.cpp
mets/src/claytonoakes.cpp
mets/src/clusterindex.cpp
mets/src/aalenfrailty.cpp
mets/src/Makevars.win
mets/src/RcppExports.cpp
mets/src/biprobit.cpp
mets/src/randomF77.c
mets/NAMESPACE
mets/demo
mets/demo/models.R
mets/demo/tools.R
mets/demo/00Index
mets/demo/mets.R
mets/NEWS
mets/data
mets/data/mena.rda
mets/data/dermalridgesMZ.rda
mets/data/migr.txt.gz
mets/data/dermalridges.rda
mets/data/np.txt.gz
mets/data/multcif.txt.gz
mets/data/twinstut.txt.gz
mets/data/datalist
mets/data/twinbmi.txt.gz
mets/data/prt.rda
mets/R
mets/R/aalenfrailty.R mets/R/pmvn.R mets/R/onload.R mets/R/predict.biprobit.R mets/R/plot.bptwin.R mets/R/utils.R mets/R/plotcr.R mets/R/sim.clayton.oakes.R mets/R/twinsim.R mets/R/Dbvn.R mets/R/sim-nordic-twin.R mets/R/twinlm2.R mets/R/jumptimes.R mets/R/cor.R mets/R/fastreshape.R mets/R/event.R mets/R/cumh.R mets/R/twinlm.time.R mets/R/biprobit.time.R mets/R/casewise.R mets/R/lifetable.R mets/R/score.biprobit.R mets/R/summary.biprobit.R mets/R/bicomprisksim.R mets/R/phreg.R mets/R/twinlm.R mets/R/clusterindex-reshape.R mets/R/npc.R mets/R/bicomprisk.R mets/R/claytonakes.R mets/R/summary.bptwin.R mets/R/mets-package.R mets/R/methodstwinlm.R mets/R/procformula.R mets/R/blocksample.R mets/R/normal0.R mets/R/uniprobit.R mets/R/twostage.R mets/R/prop-odds.R mets/R/RcppExports.R mets/R/sim.bptwin.R mets/R/ipw.R mets/R/print.biprobit.R mets/R/surv.boxarea.R mets/R/coef.biprobit.R mets/R/exmarg.R mets/R/fastpattern.R mets/R/print.summary.biprobit.R mets/R/fastapprox.R mets/R/phreg.par.R mets/R/biprobit.R mets/R/logLik.biprobit.R mets/R/bptwin2.R mets/R/tetrachor.R mets/R/biprobit.strata.R
mets/R/twin.clustertrunc.r
mets/R/bptwin.R mets/R/divide.conquer.R mets/R/binomial.twostage.R mets/R/vcov.biprobit.R
mets/MD5
mets/DESCRIPTION
mets/man
mets/man/fast.approx.Rd mets/man/lifetable.matrix.Rd mets/man/tetrachoric.Rd mets/man/twin.clustertrunc.Rd mets/man/Dbvn.Rd mets/man/ipw2.Rd mets/man/mena.Rd mets/man/casewise.test.Rd mets/man/test.conc.Rd mets/man/multcif.Rd mets/man/mets-package.Rd mets/man/simClaytonOakesWei.Rd mets/man/aalenfrailty.Rd mets/man/internal.Rd mets/man/back2timereg.Rd mets/man/twinlm.Rd mets/man/plack.cif.Rd mets/man/simAalenFrailty.Rd mets/man/printcasewisetest.Rd mets/man/twinstut.Rd mets/man/eventpois.Rd mets/man/cor.cif.Rd mets/man/divide.conquer.timereg.Rd mets/man/Event.Rd mets/man/bptwin.Rd mets/man/twinbmi.Rd mets/man/easy.twostage.Rd mets/man/casewise.Rd mets/man/prt.Rd mets/man/migr.Rd mets/man/random.cif.Rd mets/man/summary.cor.Rd mets/man/binomial.twostage.Rd mets/man/simClaytonOakes.Rd mets/man/ClaytonOakes.Rd mets/man/concordance.Rd mets/man/dermalridgesMZ.Rd mets/man/fast.reshape.Rd mets/man/dermalridges.Rd mets/man/Grandom.cif.Rd mets/man/blocksample.Rd mets/man/phreg.Rd mets/man/easy.binomial.twostage.Rd mets/man/biprobit.Rd mets/man/twostage.Rd mets/man/twinsim.Rd mets/man/ipw.Rd mets/man/divide.conquer.Rd mets/man/np.Rd mets/man/fast.pattern.Rd mets/man/bicomprisk.Rd

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