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ipw (version 1.0-11)

Estimate Inverse Probability Weights

Description

Functions to estimate the probability to receive the observed treatment, based on individual characteristics. The inverse of these probabilities can be used as weights when estimating causal effects from observational data via marginal structural models. Both point treatment situations and longitudinal studies can be analysed. The same functions can be used to correct for informative censoring.

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Version

Install

install.packages('ipw')

Monthly Downloads

1,645

Version

1.0-11

License

GPL (>= 2)

Maintainer

Ronald B Geskus

Last Published

August 18th, 2015

Functions in ipw (1.0-11)

haartdat

HAART and Survival in HIV Patients
healthdat

IQ, Income and Health
basdat

HIV: TB and Survival (Baseline Data)
ipwtm

Estimate Inverse Probability Weights (Time Varying)
ipwplot

Plot Inverse Probability Weights
ipwpoint

Estimate Inverse Probability Weights (Point Treatment)
timedat

HIV: TB and Survival (Longitudinal Measurements)
tstartfun

Compute Starting Time For Counting Process Notation