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mhazard (version 0.2.2)

Nonparametric and Semiparametric Methods for Multivariate Failure Time Data

Description

Nonparametric survival function estimates and semiparametric regression for the multivariate failure time data with right-censoring. For nonparametric survival function estimates, the Volterra, Dabrowska, and Prentice-Cai estimates for bivariate failure time data may be computed as well as the Dabrowska estimate for the trivariate failure time data. Bivariate marginal hazard rate regression can be fitted for the bivariate failure time data. Functions are also provided to compute (bootstrap) confidence intervals and plot the estimates of the bivariate survival function. For details, see "The Statistical Analysis of Multivariate Failure Time Data: A Marginal Modeling Approach", Prentice, R., Zhao, S. (2019, ISBN: 978-1-4822-5657-4), CRC Press.

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Version

Install

install.packages('mhazard')

Monthly Downloads

169

Version

0.2.2

License

GPL-3

Maintainer

Eric Bair

Last Published

August 9th, 2023

Functions in mhazard (0.2.2)

plotKM2.3D-deprecated

Uses a 3D perspective plot to visualize a bivariate survival function
npSurv3

Nonparametric estimates of the survival function for trivariate failure time data
mHR2.LF

Bivariate regression survival function and marginal hazards estimation
mHR2

Cox regression for a bivariate outcome
mHR2.tvc

Cox regression for a bivariate outcome with time-varying covariates
tvc.example

Creates an example of a matrix of time-varying covariates
npSurv2

Nonparametric estimates of the survival function for bivariate failure time data
plotKM2.HM-deprecated

Uses a heat map to visualize a bivariate survival function
plotnpSurv2.3D

Uses a 3D perspective plot to visualize a nonparametric bivariate survival function
plotnpSurv2.HM

Uses a heat map to visualize a nonparametric bivariate survival function
KM2

Deprecated functions in package mhazard.
bladder

Bladder tumor recurrence data.
clayton_sim

Simulated Clayton-Oakes data.
KM2-deprecated

Nonparametric estimates of the survival function for bivariate failure time data
anemia

Aplastic anemia clinical trial data.
cox2-deprecated

Cox regression for a bivariate outcome
KM3-deprecated

Nonparametric estimates of the survival function for trivariate failure time data
genClayton3

Generates survival data from a trivariate Clayton-Oakes model
genClaytonReg

Generates regression data from a bivariate Clayton-Oakes model
genClayton2

Generates survival data from a bivariate Clayton-Oakes model
cox2.LF-deprecated

Bivariate regression survival function and marginal hazards estimation