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This package allows researchers to estimate the causal effects of attributes in conjoint survey experiments. It implements the Average Marginal Component-specific Effects (AMCE) estimator presented in Hainmueller, J., Hopkins, D., and Yamamoto T. (2014) Causal Inference in Conjoint Analysis: Understanding Multi-Dimensional Choices via Stated Preference Experiments. Political Analysis 22(1):1-30
Package: cjoint Type: R Package Version:
2.1.3 Date: 2026-05-18 License: GPL (>= 2)
Soubhik Barari, Elissa Berwick, Jens Hainmueller, Daniel Hopkins, Sean Liu, Anton Strezhnev, Teppei Yamamoto
Anton Strezhnev strezhnev@wisc.edu
Hainmueller, J., Hopkins, D., and Yamamoto T. (2014) Causal Inference in Conjoint Analysis: Understanding Multi-Dimensional Choices via Stated Preference Experiments. Political Analysis 22(1):1-30
To install the Github version of the cjoint
package, use the following command:
remotes::install_github("astrezhnev/cjoint")
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.