stdReg2-package {stdReg2}R Documentation

stdReg2: Regression Standardization for Causal Inference

Description

Contains more modern tools for causal inference using regression standardization. Four general classes of models are implemented; generalized linear models, conditional generalized estimating equation models, Cox proportional hazards models, and shared frailty gamma-Weibull models. Methodological details are described in Sjölander, A. (2016) doi:10.1007/s10654-016-0157-3. Also includes functionality for doubly robust estimation for generalized linear models in some special cases, and the ability to implement custom models.

Author(s)

Maintainer: Michael C Sachs sachsmc@gmail.com

Authors:

See Also

Useful links:


[Package stdReg2 version 1.0.1 Index]