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SurvDisc (version 0.1.1)

Discrete Time Survival and Longitudinal Data Analysis

Description

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.

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Version

Install

install.packages('SurvDisc')

Monthly Downloads

259

Version

0.1.1

License

GPL-2

Maintainer

John Lawrence

Last Published

May 4th, 2018

Functions in SurvDisc (0.1.1)

rowMSD

Mean and Standard Deviation estimates for each row in a matrix
LongToSurv

Longitudinal To Survival Function
print.SSDS

Print Sample Size Discrete Survival Object
simexlme

SIMEX algorithm for linear mixed effects models
AsympDiscSurv

Asymptotic Estimate of Mean and Variance of Log-hazard Ratio for Discrete Time Survival
simGFRdata

Data Set Containing Simulated Longitudinal eGFR
TKVsurv

Data Set Containing Fitted Model Estimates and Covariances
print.PrenticeGloeckler.test

Print Regression for Grouped Survival Data Function Object
PrenticeGloeckler.test

Regression for Grouped Survival Data Function
SampleSizeDiscSurv

Sample Size for Discrete Time Survival