chadhazlett/sensemakr: Sensitivity Analysis Tools for Regression Models

Implements a suite of sensitivity analysis tools that extends the traditional omitted variable bias framework and makes it easier to understand the impact of omitted variables in regression models, as discussed in Cinelli, C. and Hazlett, C. (2020), "Making Sense of Sensitivity: Extending Omitted Variable Bias." Journal of the Royal Statistical Society, Series B (Statistical Methodology) <doi:10.1111/rssb.12348>.

Getting started

Package details

AuthorCarlos Cinelli [aut, cre], Jeremy Ferwerda [aut], Chad Hazlett [aut], Aaron Rudkin [ctb], Grigorij Ljubownikow [ctb]
MaintainerCarlos Cinelli <carloscinelli@hotmail.com>
LicenseGPL-3
Version0.1.5
URL https://github.com/carloscinelli/sensemakr
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("chadhazlett/sensemakr")
chadhazlett/sensemakr documentation built on Dec. 12, 2023, 11:20 a.m.