Publications
“Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect,” with S. Derya Uysal and Jeffrey M. Wooldridge, forthcoming in Journal of Business & Economic Statistics (download; online appendix).
“Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights,” Review of Economics and Statistics 104(3), 501–509, 2022 (published version; online appendix; journal website).
“Landscape Change and Trade in Ancient Greece: Evidence from Pollen Data,” with Adam Izdebski, Anton Bonnier, Grzegorz Koloch and Katerina Kouli, Economic Journal 130(632), 2596–2618, 2020 (download postprint; online appendix; published version).
“Average Gaps and Oaxaca–Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes,” Industrial and Labor Relations Review 73(3), 705–729, 2020 (published version; journal website).
“Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection,” with Arun Advani and Toru Kitagawa, Journal of Applied Econometrics 34(6), 893–910, 2019 (published version; online appendix; journal website).
“A General Double Robustness Result for Estimating Average Treatment Effects,” with Jeffrey M. Wooldridge, Econometric Theory 34(1), 112–133, 2018 (download postprint; published version).
“On the Use of Palynological Data in Economic History: New Methods and an Application to Agricultural Output in Central Europe, 0–2000 AD,” with Adam Izdebski, Grzegorz Koloch and Marta Tycner, Explorations in Economic History 59, 17–39, 2016 (download preprint; published version).
“The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator,” Oxford Bulletin of Economics and Statistics 77(4), 588–604, 2015 (download postprint; published version).
Working papers
“Quantifying the Internal Validity of Weighted Estimands,” with Alexandre Poirier, April 2024 (download).
“Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects,” with S. Derya Uysal and Jeffrey M. Wooldridge, October 2023 (download).
“Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment,” with S. Derya Uysal and Jeffrey M. Wooldridge, revised November 2022 (download).
“When Should We (Not) Interpret Linear IV Estimands as LATE?,” revised September 2022, R&R at Review of Economic Studies (download).
Other publications
I also have several publications in non-economics journals and/or in Polish. See my vita for details.