Analysis of Multivariate Event Times


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Documentation for package ‘mets’ version 1.1.1

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mets-package Analysis of Multivariate Events
aalenfrailty Aalen frailty model
alpha2kendall For internal use
alpha2spear For internal use
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 binary data using marginals that are on logistic form. If clusters contain more than two times, the algoritm uses a compososite likelihood based on all pairwise bivariate models.
binomial.twostage.time Fits Clayton-Oakes or bivariate Plackett (OR) models for binary data using marginals that are on logistic form. If clusters contain more than two times, the algoritm uses a compososite likelihood based on all pairwise bivariate models.
biprobit Bivariate Probit model
biprobit.time Bivariate Probit model
biprobit.vector Bivariate Probit model
blocksample Block sampling
bptwin Liability model for twin data
bptwin.time Liability model for twin data
casewise Estimates the casewise concordance based on Concordance and marginal estimate using prodlim but no testing
casewise.bin Estimates the casewise concordance based on Concordance and marginal estimate using timereg and performs test for independence
casewise.test Estimates the casewise concordance based on Concordance and marginal estimate using timereg and performs test for independence
ClaytonOakes Clayton-Oakes model with piece-wise constant hazards
cluster.index For internal use
coefmat For internal use
concordance Concordance Computes concordance and casewise concordance
cor.cif Cross-odds-ratio, OR or RR risk regression for competing risks
corsim.prostate For internal use
corsim.prostate.random For internal use
Dbvn Derivatives of the bivariate normal cumulative distribution function
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 binomial data using marginals that are on logistic form using the binomial.twostage funcion, but call is different and easier and the data manipulation is build into the function. Useful in particular for family design data.
easy.twostage Fits two-stage model for describing depdendence in survival data using marginals that are on cox or aalen form using the twostage funcion, but call is different and easier and the data manipulation build into the function. Useful in particular for family design data.
Event Event history object
eventpois Extract survival estimates from lifetable analysis
familycluster.index For internal use
fast.approx Fast approximation
fast.pattern Fast pattern
fast.reshape Fast reshape Simple reshape/tranpose of data
faster.reshape For internal use
folds For internal use
Grandom.cif Additive Random effects model for competing risks data for polygenetic modelling
grouptable For internal use
ipw Inverse Probability of Censoring Weights
ipw2 Inverse Probability of Censoring Weights
jumptimes For internal use
lifetable Life table
lifetable.formula Life table
lifetable.matrix Life table
loglikMVN For internal use
mena Menarche data set
migr Migraine data
multcif Multivariate Cumulative Incidence Function example data set
nonparcuminc For internal use
np np data set
npc For internal use
or.cif Cross-odds-ratio, OR or RR risk regression for competing risks
or2prob Estimate parameters from odds-ratio
pbvn For internal use
phreg Fast Cox PH regression
phreg.par Fast Cox PH regression
piecewise.data For internal use
piecewise.twostage For internal use
plack.cif plack Computes concordance for or.cif based model, that is Plackett random effects model
plack.cif2 plack Computes concordance for or.cif based model, that is Plackett random effects model
plotcr For internal use
pmvn For internal use
printcasewisetest prints Concordance test
prt Prostate data set
random.cif Random effects model for competing risks data
rbind.Event Event history object
rr.cif Cross-odds-ratio, OR or RR risk regression for competing risks
scoreMVN For internal use
sim For internal use
simAalenFrailty Simulate from the Aalen Frailty model
simBinFam For internal use
simBinFam2 For internal use
simBinPlack For internal use
simClaytonOakes Simulate from the Clayton-Oakes frailty model
simClaytonOakesWei Simulate from the Clayton-Oakes frailty model
simCox For internal use
simnordic For internal use
simnordic.random For internal use
simSurvFam For internal use
slope.process Estimates the casewise concordance based on Concordance and marginal estimate using timereg and performs test for independence
summary.cor Summary for dependence models for competing risks
surv.boxarea For internal use
test.conc Concordance test Compares two concordance estimates
tetrachoric Estimate parameters from odds-ratio
twin.clustertrunc Estimation of twostage model with cluster truncation in bivariate situation
twinbmi BMI data set
twinlm Classic twin model for quantitative traits
twinlm.strata Classic twin model for quantitative traits
twinlm.time Liability model for twin data
twinsim Simulate twin data
twinstut Stutter data set
twostage Fits Clayton-Oakes or bivariate Plackett models for bivariate survival data using marginals that are on Cox or addtive form. If clusters contain more than two times, the algoritm uses a compososite likelihood based on the pairwise bivariate models.