Estimation and Comparison of Dynamic Treatment Regimes


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Documentation for package ‘DTR’ version 1.7

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DTR-package Estimation and comparison of dynamic treatment regimes (DTRs) from sequentially randomized clinical trials
CHR.object Cumulative hazard ratio object
CHRdata CHR data set
CHRestimate Function for calculating cumulative hazard ratio (CHR) estimates
contrast_chr Function to compare dynamic treatment regimes (DTRs) based on cumulative hazard ratios (CHRs)
contrast_logrank Function to compare dynamic treatment regimes (DTRs) using weighted logrank tests
contrast_ph Function to compare dynamic treatment regimes (DTRs) after adjustment for covariates
contrast_wald Function to compare dynamic treatment regimes (DTRs) using Wald-type tests
DTR Estimation and comparison of dynamic treatment regimes (DTRs) from sequentially randomized clinical trials
DTR.object Dynamic treatment regime object
LDTdata LDT data set
LDTestimate Function for calculating LTD estimates
LRdata LR data set
PHdata PH data set
PHfit Function for fitting a generalized proportional hazards model
plot.CHR Plot method for 'CHR' objects
plot.DTR Plot method for 'DTR' objects
print.CHR Print a short summary of cumulative hazard ratio estimates
print.DTR Print a short summary of survival curves
print.summary.CHR Print a summary of cumulative hazard ratio estimates
print.summary.DTR Print a summary of survival curves
simCHRdata Function to simulate data from sequentially randomized clinical trials (Tang and Wahed 2013 [Epub ahead of print])
simLDTdata Function to simulate data from sequentially randomized clinical trials (Lunceford, Davidian and Tsiatis 2002)
simLRdata Function to simulate data from sequentially randomized clinical trials (Kidwell and Wahed 2013)
simPHdata Function to simulate data from sequentially randomized clinical trials (Tang and Wahed 2011)
simWRSEdata Function to simulate data from sequentially randomized clinical trials (Guo and Tsiatis 2005)
summary.CHR Summary of cumulative hazard ratio estimates
summary.DTR Summary of survival curves
WRSEdata WRSE data set
WRSEestimate Function for calculating WRSE estimates