SurvDisc: Discrete Time Survival and Longitudinal Data Analysis

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Various functions for discrete time survival analysis and longitudinal analysis. SIMEX method for correcting for bias for errors-in-variables in a mixed effects model. Asymptotic mean and variance of different proportional hazards test statistics using different ties methods given two survival curves and censoring distributions. Score test and Wald test for regression analysis of grouped survival data. Calculation of survival curves for events defined by the response variable in a mixed effects model crossing a threshold with or without confirmation.

Author
John Lawrence [aut, cre], Jianjin Xu [ctb], Sue Jane Wang [ctb], Jim Hung [ctb]
Date of publication
2016-10-05 09:29:48
Maintainer
John Lawrence <john.lawrence@fda.hhs.gov>
License
GPL-2
Version
0.1.0

View on CRAN

Man pages

AsympDiscSurv
Asymptotic Estimate of Mean and Variance of Log-hazard Ratio...
LongToSurv
Longitudinal To Survival Function
PrenticeGloeckler
Regression for Grouped Survival Data Function
printPGtest
Print Regression for Grouped Survival Data Function Object
printSSDS
Print Sample Size Discrete Survival Object
rowMSD
Mean and Standard Deviation estimates for each row in a...
SampleSizeDiscSurv
Sample Size for Discrete Time Survival
simexlme
SIMEX algorithm for linear mixed effects models
simGFRdata
Data Set Containing Simulated Longitudinal eGFR
TKVsurv
Data Set Containing Fitted Model Estimates and Covariances

Files in this package

SurvDisc
SurvDisc/NAMESPACE
SurvDisc/data
SurvDisc/data/simGFRdata.rda
SurvDisc/data/TKVsurv.rda
SurvDisc/data/datalist
SurvDisc/R
SurvDisc/R/PrenticeGloeckler.r
SurvDisc/R/rowMSD.r
SurvDisc/R/SampleSizeDiscSurv.R
SurvDisc/R/simexlme.r
SurvDisc/R/LongToSurv.r
SurvDisc/R/AsympDiscSurv.R
SurvDisc/MD5
SurvDisc/DESCRIPTION
SurvDisc/man
SurvDisc/man/AsympDiscSurv.Rd
SurvDisc/man/simexlme.Rd
SurvDisc/man/TKVsurv.Rd
SurvDisc/man/SampleSizeDiscSurv.Rd
SurvDisc/man/simGFRdata.Rd
SurvDisc/man/PrenticeGloeckler.Rd
SurvDisc/man/rowMSD.Rd
SurvDisc/man/LongToSurv.Rd
SurvDisc/man/printSSDS.Rd
SurvDisc/man/printPGtest.Rd