AMCE Estimator for Conjoint Experiments

An R implementation of 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.


Reference manual

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2.0.6 by Anton Strezhnev, 7 months ago

Browse source code at

Authors: Soubhik Barari, Elissa Berwick, Jens Hainmueller, Daniel Hopkins, Sean Liu, Anton Strezhnev, Teppei Yamamoto

Documentation:   PDF Manual  

GPL (>= 2) license

Imports stats, utils, methods

Depends on sandwich, lmtest, ggplot2, survey, Matrix

Suggests testthat, qualtRics

See at CRAN