|
|
|
|
Ipw: An R package for inverse probability weighting
|
|
|
|
|
|
|
|
نویسنده
|
van der wal w.m. ,geskus r.b.
|
|
منبع
|
journal of statistical software - 2011 - دوره : 43 - - کد همایش: - صفحه:2 -23
|
|
چکیده
|
We describe the r package ipw for estimating inverse probability weights. we show how to use the package to fit marginal structural models through inverse probability weighting,to estimate causal effects. our package can be used with data from a point treatment situation as well as with a time-varying exposure and time-varying confounders. it can be used with binomial,categorical,ordinal and continuous exposure variables.
|
|
کلیدواژه
|
Causal inference; Inverse probability weighting; Marginal structural models; R
|
|
آدرس
|
department of biostatistics julius center,university medical center utrecht,7.125 p.o. box 85500,3508 ga utrecht, Netherlands, university of amsterdam, United States
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Authors
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|