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SurvRegCensCov (version 1.7)

Weibull Regression for a Right-Censored Endpoint with Interval-Censored Covariate

Description

The function SurvRegCens() of this package allows estimation of a Weibull Regression for a right-censored endpoint, one interval-censored covariate, and an arbitrary number of non-censored covariates. Additional functions allow to switch between different parametrizations of Weibull regression used by different R functions, inference for the mean difference of two arbitrarily censored Normal samples, and estimation of canonical parameters from censored samples for several distributional assumptions. Hubeaux, S. and Rufibach, K. (2014) .

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Version

Install

install.packages('SurvRegCensCov')

Monthly Downloads

415

Version

1.7

License

GPL (>= 2)

Maintainer

Stanislas Hubeaux

Last Published

September 27th, 2023

Functions in SurvRegCensCov (1.7)

WeibullReg

Weibull Regression for Survival Data
censorContVar

Censor a vector of continuous numbers
NormalMeanDiffCens

Maximum Likelihood Estimator for the mean difference between two censored normally distributed samples
LoglikCens

Log-likelihood functions for estimation of canonical parameters from a censored sample
SurvRegCensCov-package

Weibull Regression for a Right-Censored Endpoint with Interval-Censored Covariates
LoglikWeibullSurvRegCens

Log-likelihood function of a Weibull Survival Regression Model allowing for an interval-censored covariate.
ConvertWeibull

Transformation of survreg output for the Weibull distribution
WeibullIntegrate

Function to be integrated in function SurvRegCens
LoglikNormalDeltaCens

Log likelihood function to compute mean difference between two normally distributed censored samples.
ParamSampleCens

Maximum Likelihood Estimator of parameters from a censored sample
TimeSampleWeibull

Generate time-to-event data according to a Weibull regression model
CDF

Cumulative distribution function
SurvRegCens

Weibull Survival Regression Model with a censored covariate
print.src

Print result of Weibull regression with an interval-censored covariate
coef.src

Extract coefficients of Weibull regression with an interval-censored covariate
WeibullDiag

Diagnostic Plot of Adequacy of Weibull Distribution
logLik.src

Extract value of log-likelihood at maximum for Weibull regression with an interval-censored covariate
larynx

Survival Times of Larynx Cancer Patients
summary.src

Summarizing Weibull regression with an interval-censored covariate