stabilizedinterference/README.Rmd at master · BarkleyBG/stabilizedinterference · GitHub

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---
output: github_document
---

<!-- README.md is generated from README.Rmd. Please edit that file -->

```{r setup, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```
# stabilizedinterference

The goal of stabilizedinterference is to estimate causal effects in the presence of interference, with "stabilized" IPTW estimators as introduced in [Liu, Hudgens, and Becker-Dreps (2016) Biometrika](https://academic.oup.com/biomet/article-abstract/103/4/829/2659035).

These estimators estimate causal effects in the presence of *partial* or *clustered* interference, with estimates of the asymptotic variance from standard M-estimation theory.

IPW estimators are implemented in the function `estimateEffects()`

This package is in working order, but currently under development. Suggestions are welcome; thanks for your patience!