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

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The main function 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.

Author
Stanislas Hubeaux <stanislas.hubeaux@alumni.epfl.ch> and Kaspar Rufibach <kaspar.rufibach@gmail.com>
Date of publication
2015-10-08 20:17:22
Maintainer
Stanislas Hubeaux <stanislas.hubeaux@alumni.epfl.ch>
License
GPL (>= 2)
Version
1.4

View on CRAN

Man pages

CDF
Cumulative distribution function
censorContVar
Censor a vector of continuous numbers
coef.src
Extract coefficients of Weibull regression with an...
ConvertWeibull
Transformation of survreg output for the Weibull distribution
larynx
Survival Times of Larynx Cancer Patients
LoglikCens
Log-likelihood functions for estimation of canonical...
LoglikNormalDeltaCens
Log likelihood function to compute mean difference between...
logLik.src
Extract value of log-likelihood at maximum for Weibull...
LoglikWeibullSurvRegCens
Log-likelihood function of a Weibull Survival Regression...
NormalMeanDiffCens
Maximum Likelihood Estimator for the mean difference between...
ParamSampleCens
Maximum Likelihood Estimator of parameters from a censored...
print.src
Print result of Weibull regression with an interval-censored...
summary.src
Summarizing Weibull regression with an interval-censored...
SurvRegCens
Weibull Survival Regression Model with a censored covariate
SurvRegCensCov-package
Weibull Regression for a Right-Censored Endpoint with...
TimeSampleWeibull
Generate time-to-event data according to a Weibull regression...
WeibullDiag
Diagnostic Plot of Adequacy of Weibull Distribution
WeibullIntegrate
Function to be integrated in function 'SurvRegCens'
WeibullReg
Weibull Regression for Survival Data

Files in this package

SurvRegCensCov
SurvRegCensCov/inst
SurvRegCensCov/inst/doc
SurvRegCensCov/inst/doc/weibull.pdf
SurvRegCensCov/inst/doc/weibull.Rnw
SurvRegCensCov/inst/doc/weibull.R
SurvRegCensCov/NAMESPACE
SurvRegCensCov/NEWS
SurvRegCensCov/data
SurvRegCensCov/data/larynx.rda
SurvRegCensCov/R
SurvRegCensCov/R/summary.src.r
SurvRegCensCov/R/S_conditional.R
SurvRegCensCov/R/WeibullIntegrate.R
SurvRegCensCov/R/ParamSampleCens.R
SurvRegCensCov/R/SurvRegCens.R
SurvRegCensCov/R/LoglikNormalDeltaCens.R
SurvRegCensCov/R/LoglikNormalCens.R
SurvRegCensCov/R/LoglikWeibullCens.R
SurvRegCensCov/R/LoglikWeibullSurvRegCens.R
SurvRegCensCov/R/LoglikGammaCens.R
SurvRegCensCov/R/print.src.r
SurvRegCensCov/R/logLik.src.r
SurvRegCensCov/R/ConvertWeibull.R
SurvRegCensCov/R/coef.src.r
SurvRegCensCov/R/TimeSampleWeibull.R
SurvRegCensCov/R/WeibullDiag.R
SurvRegCensCov/R/WeibullReg.R
SurvRegCensCov/R/LoglikLogisticCens.R
SurvRegCensCov/R/survtime.R
SurvRegCensCov/R/h_conditional.R
SurvRegCensCov/R/CDF.R
SurvRegCensCov/R/censorContVar.r
SurvRegCensCov/R/F_time.R
SurvRegCensCov/R/NormalMeanDiffCens.R
SurvRegCensCov/vignettes
SurvRegCensCov/vignettes/refs.bib
SurvRegCensCov/vignettes/weibull.Rnw
SurvRegCensCov/MD5
SurvRegCensCov/build
SurvRegCensCov/build/vignette.rds
SurvRegCensCov/DESCRIPTION
SurvRegCensCov/man
SurvRegCensCov/man/SurvRegCens.Rd
SurvRegCensCov/man/WeibullReg.Rd
SurvRegCensCov/man/CDF.Rd
SurvRegCensCov/man/LoglikWeibullSurvRegCens.Rd
SurvRegCensCov/man/coef.src.Rd
SurvRegCensCov/man/TimeSampleWeibull.Rd
SurvRegCensCov/man/WeibullIntegrate.Rd
SurvRegCensCov/man/ConvertWeibull.Rd
SurvRegCensCov/man/SurvRegCensCov-package.Rd
SurvRegCensCov/man/LoglikCens.Rd
SurvRegCensCov/man/WeibullDiag.Rd
SurvRegCensCov/man/summary.src.Rd
SurvRegCensCov/man/print.src.Rd
SurvRegCensCov/man/ParamSampleCens.Rd
SurvRegCensCov/man/logLik.src.Rd
SurvRegCensCov/man/larynx.Rd
SurvRegCensCov/man/NormalMeanDiffCens.Rd
SurvRegCensCov/man/censorContVar.Rd
SurvRegCensCov/man/LoglikNormalDeltaCens.Rd