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Marc Ratkovic
Marc Ratkovic
Assistant Professor Politics, Princeton University
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Covariate balancing propensity score
K Imai, M Ratkovic
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2014
13852014
Estimating treatment effect heterogeneity in randomized program evaluation
K Imai, M Ratkovic
8232013
Robust estimation of inverse probability weights for marginal structural models
K Imai, M Ratkovic
Journal of the American Statistical Association 110 (511), 1013-1023, 2015
1182015
Sparse estimation and uncertainty with application to subgroup analysis
M Ratkovic, D Tingley
Political Analysis 25 (1), 1-40, 2017
962017
CBPS: covariate balancing propensity score
C Fong, M Ratkovic, K Imai, C Hazlett, X Yang, S Peng, I Lee
R package version 0.21, 2019
582019
CBPS: R package for covariate balancing propensity score
C Fong, M Ratkovic, K Imai
Comprehensive R Archive Network (CRAN), 2014
402014
Estimating spatial preferences from votes and text
IS Kim, J Londregan, M Ratkovic
Political Analysis 26 (2), 210-229, 2018
382018
Sparse Multilevel Regression (and Poststratification (sMRP))
M Goplerud, S Kuriwaki, M Ratkovic, D Tingley
Unpublished manuscript, Harvard University 723, 2018
222018
Voting, Speechmaking, and the Dimensions of Conflict in the US Senate
IS Kim, J Londregan, M Ratkovic
Annual Meeting of the Midwest Political Science Association, 2014
182014
The effects of political institutions on the extensive and intensive margins of trade
IS Kim, J Londregan, M Ratkovic
International Organization 73 (4), 755-792, 2019
172019
Subgroup analysis: pitfalls, promise, and honesty
M Ratkovic, JN Druckman, DP Green
Advances in Experimental Political Science, 271-88, 2021
162021
Balancing within the margin: Causal effect estimation with support vector machines
M Ratkovic
Department of Politics, Princeton University, Princeton, NJ, 2014
142014
Finding jumps in otherwise smooth curves: Identifying critical events in political processes
MT Ratkovic, KH Eng
Political Analysis 18 (1), 57-77, 2010
142010
Causal inference through the method of direct estimation
M Ratkovic, D Tingley
arXiv preprint arXiv:1703.05849, 2017
122017
Package ‘cbps’
C Fong, M Ratkovic, K Imai, C Hazlett
72022
Identifying the largest balanced subset of the data under general treatment regimes
M Ratkovic
Princeton University, 2012
72012
Estimation and Inference on nonlinear and heterogeneous effects
M Ratkovic, D Tingley
The Journal of Politics 85 (2), 421-435, 2023
62023
Rehabilitating the Regression: Honest and Valid Causal Inference through Machine Learning
M Ratkovic
52019
Strengthening weak instruments by modeling compliance
M Ratkovic, Y Shiraito
annual meeting of the Midwest Political Science Association, 2014
52014
Estimating ideal points from votes and text
IS Kim, J Londregan, M Ratkovic
Political Analysis 26 (2), 210-229, 2018
42018
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