逆概率加权
反概率
范畴变量
R包
边际结构模型
统计
加权
反向
负二项分布
数学
二项式(多项式)
计量经济学
混淆
计算机科学
后验概率
倾向得分匹配
医学
贝叶斯概率
几何学
放射科
泊松分布
作者
Willem M. van der Wal,Ronald B. Geskus
标识
DOI:10.18637/jss.v043.i13
摘要
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI