Multiplicative Interaction Models Diagnostics and Visualization

Performs diagnostic tests of multiplicative interaction models and plots non-linear marginal effects of a treatment on an outcome across different values of a moderator.


Multiplicative Interaction Models Diagnostics and Visualization


Authors: Jens Hainmueller, Jonathan Mummolo, and Yiqing Xu

Maintainer: Yiqing Xu [[email protected]]

How to Uses: Examples

Reference: "How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice." Political Analysis, forthcoming. Available at SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2739221


Citation: @article{HMX2018, author = {Hainmueller, Jens and Mummolo, Jonathan and Xu, Yiqing}, title = {{How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice}}, journal = {Political Analysis}, number = {forthcoming}, year = {2018}}

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Reference manual

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install.packages("interflex")

1.2.6 by Ziyi Liu, 4 months ago


http://yiqingxu.org/software/interaction/RGuide.html


Browse source code at https://github.com/cran/interflex


Authors: Jens Hainmueller [aut, ctb] , Jonathan Mummolo [aut, ctb] , Yiqing Xu [aut, ctb] , Ziyi Liu [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports ggplot2, sandwich, Lmoments, doParallel, foreach, mgcv, lfe, gridExtra, grid, ggplotify, RColorBrewer, pcse, gtable, MASS, mvtnorm, pROC, ModelMetrics, Rcpp, lmtest, AER, future

Linking to Rcpp, RcppArmadillo


See at CRAN