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DTR (version 1.7)
Estimation and Comparison of Dynamic Treatment Regimes
Description
Estimation and comparison of survival distributions of dynamic treatment regimes (DTRs) from sequentially randomized clinical trials.
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Version
Version
1.7
1.6
1.5
1.3
1.2
1.1-1
Install
install.packages('DTR')
Monthly Downloads
55
Version
1.7
License
GPL (>= 2)
Maintainer
Xinyu Tang
Last Published
December 31st, 2015
Functions in DTR (1.7)
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CHRdata
CHR data set
CHRestimate
Function for calculating cumulative hazard ratio (CHR) estimates
PHfit
Function for fitting a generalized proportional hazards model
contrast_wald
Function to compare dynamic treatment regimes (DTRs) using Wald-type tests
simLDTdata
Function to simulate data from sequentially randomized clinical trials (Lunceford, Davidian and Tsiatis 2002)
contrast_logrank
Function to compare dynamic treatment regimes (DTRs) using weighted logrank tests
PHdata
PH data set
print.DTR
Print a short summary of survival curves
print.summary.DTR
Print a summary of survival curves
LDTdata
LDT data set
contrast_ph
Function to compare dynamic treatment regimes (DTRs) after adjustment for covariates
simWRSEdata
Function to simulate data from sequentially randomized clinical trials (Guo and Tsiatis 2005)
LRdata
LR data set
plot.DTR
Plot method for
DTR
objects
simLRdata
Function to simulate data from sequentially randomized clinical trials (Kidwell and Wahed 2013)
simCHRdata
Function to simulate data from sequentially randomized clinical trials (Tang and Wahed 2013 [Epub ahead of print])
print.summary.CHR
Print a summary of cumulative hazard ratio estimates
print.CHR
Print a short summary of cumulative hazard ratio estimates
WRSEestimate
Function for calculating WRSE estimates
summary.CHR
Summary of cumulative hazard ratio estimates
summary.DTR
Summary of survival curves
contrast_chr
Function to compare dynamic treatment regimes (DTRs) based on cumulative hazard ratios (CHRs)
DTR-package
Estimation and comparison of dynamic treatment regimes (DTRs) from sequentially randomized clinical trials
WRSEdata
WRSE data set
DTR-internal
Internal DTR functions
DTR.object
Dynamic treatment regime object
CHR.object
Cumulative hazard ratio object
plot.CHR
Plot method for
CHR
objects
simPHdata
Function to simulate data from sequentially randomized clinical trials (Tang and Wahed 2011)
LDTestimate
Function for calculating LTD estimates