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trtswitch (version 0.1.0)

Treatment Switching

Description

Implements rank-preserving structural failure time model (RPSFTM), iterative parameter estimation (IPE), inverse probability of censoring weights (IPCW), and two-stage estimation (TSE) methods for treatment switching in randomized clinical trials.

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Version

Install

install.packages('trtswitch')

Monthly Downloads

481

Version

0.1.0

License

GPL (>= 2)

Maintainer

Kaifeng Lu

Last Published

October 17th, 2024

Functions in trtswitch (0.1.0)

residuals_phregr

Residuals for Proportional Hazards Regression Models
print.phregr

Print phregr Object
nscpp

Natural Cubic Spline Basis
qrcpp

QR Decomposition of a Matrix
logisregr

Logistic Regression Models for Binary Data
lrtest

Log-Rank Test of Survival Curve Difference
phregr

Proportional Hazards Regression Models
print.liferegr

Print liferegr Object
print.logisregr

Print logisregr Object
rmest

Estimate of Restricted Mean Survival Time
rmdiff

Estimate of Restricted Mean Survival Time Difference
rawdata

A simulated time-to-event data set with 10 replications
six

The repeated measures data from the "Six Cities" study of the health effects of air pollution (Ware et al. 1984).
shilong

The randomized clinical trial SHIVA data in long format from the ipcwswitch package
tobin

Tobin's tobit data from the survival package
splineDesigncpp

B-Spline Design Matrix
rpsftm

Rank Preserving Structural Failure Time Model (RPSFTM) for Treatment Switching
survfit_phregr

Survival Curve for Proportional Hazards Regression Models
sexagg

Urinary tract infection data from the logistf package
trtswitch-package

Treatment Switching
tsesimp

The Simple Two-Stage Estimation (TSE) Method for Treatment Switching
tsegest

The Two-Stage Estimation (TSE) Method Using g-estimation for Treatment Switching
tsegestsim

Simulate Survival Data for Two-Stage Estimation Method Using g-estimation
immdef

Simulated CONCORDE trial data from the rpsftm package
ipcw

Inverse Probability of Censoring Weights (IPCW) Method for Treatment Switching
kmest

Kaplan-Meier Estimates of Survival Curve
bscpp

B-Spline Basis for Polynomial Splines
ipe

Iterative Parameter Estimation (IPE) for Treatment Switching
liferegr

Parametric Regression Models for Failure Time Data
heart

Stanford heart transplant data from the survival package
findInterval3

Find Interval Numbers of Indices
ingots

The binary data from Cox and Snell (1989, pp. 10-11).
aml

Acute myelogenous leukemia survival data from the survival package