ipw: Estimate Inverse Probability Weights

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.

Author
Ronald B. Geskus [aut, cre], Willem M. van der Wal [aut] (maintainer until 2010)
Date of publication
2015-08-18 16:58:46
Maintainer
Ronald B. Geskus <r.b.geskus@amc.uva.nl>
License
GPL (>= 2)
Version
1.0-11

View on CRAN

Man pages

basdat
HIV: TB and Survival (Baseline Data)
haartdat
HAART and Survival in HIV Patients
healthdat
IQ, Income and Health
ipwplot
Plot Inverse Probability Weights
ipwpoint
Estimate Inverse Probability Weights (Point Treatment)
ipwtm
Estimate Inverse Probability Weights (Time Varying)
timedat
HIV: TB and Survival (Longitudinal Measurements)
tstartfun
Compute Starting Time For Counting Process Notation

Files in this package

ipw
ipw/inst
ipw/inst/CITATION
ipw/NAMESPACE
ipw/data
ipw/data/timedat.rda
ipw/data/healthdat.rda
ipw/data/haartdat.rda
ipw/data/basdat.rda
ipw/R
ipw/R/ipwpoint.R
ipw/R/ipwplot.R
ipw/R/tstartfun.R
ipw/R/ipwtm.R
ipw/MD5
ipw/DESCRIPTION
ipw/man
ipw/man/ipwpoint.Rd
ipw/man/haartdat.Rd
ipw/man/healthdat.Rd
ipw/man/ipwtm.Rd
ipw/man/tstartfun.Rd
ipw/man/timedat.Rd
ipw/man/basdat.Rd
ipw/man/ipwplot.Rd