jmobrien/SpecCurve: Constructing, Running, and Visualizing Specification Curves

This package provides tools to construct and test "specification curves"-- a way of considering the robustness of a particular model parameter estimate (e.g., a treatment effect) by constructing and running models that comprise all combinations of potentially reasonable modeling choices. Given a set of potential choices, this package can construct such combinations, run all models, summarize results, and facilitate basic plotting of results (using package ggplot2). Currently includes options for varied outcomes, treatment, inclusion/exclusion of covariates, data subsetting, and variable weighting.

install.packages("remotes")
remotes::install_github("jmobrien/SpecCurve")