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Winsorizing and Trimming with Subgroups

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  • Wicker, Till

    (Tilburg University, Center For Economic Research)

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  • Wicker, Till, 2025. "Winsorizing and Trimming with Subgroups," Discussion Paper 2025-007, Tilburg University, Center for Economic Research.
    • Handle: RePEc:tiu:tiucen:0add126c-edd4-49e9-a9f8-f8b2d9e7fa62
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    1. Tamara Broderick & Ryan Giordano & Rachael Meager, 2020. "An Automatic Finite-Sample Robustness Metric: When Can Dropping a Little Data Make a Big Difference?," Papers 2011.14999, arXiv.org, revised Jul 2023.
    2. Meager, Rachael, 2022. "Aggregating distributional treatment effects: a Bayesian hierarchical analysis of the microcredit literature," LSE Research Online Documents on Economics 115559, London School of Economics and Political Science, LSE Library.
    3. Goldberger, Arthur S., 1981. "Linear regression after selection," Journal of Econometrics, Elsevier, vol. 15(3), pages 357-366, April.
    4. Britta Augsburg & Ralph De Haas & Heike Harmgart & Costas Meghir, 2015. "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 183-203, January.
    5. Christopher R. Bollinger & Amitabh Chandra, 2005. "Iatrogenic Specification Error: A Cautionary Tale of Cleaning Data," Journal of Labor Economics, University of Chicago Press, vol. 23(2), pages 235-258, April.
    6. Karthik Muralidharan & Paul Niehaus & Sandip Sukhtankar, 2023. "General Equilibrium Effects of (Improving) Public Employment Programs: Experimental Evidence From India," Econometrica, Econometric Society, vol. 91(4), pages 1261-1295, July.
    7. Frank Schilbach, 2019. "Alcohol and Self-Control: A Field Experiment in India," American Economic Review, American Economic Association, vol. 109(4), pages 1290-1322, April.
    8. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
    9. James Heckman, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. Rachael Meager, 2022. "Aggregating Distributional Treatment Effects: A Bayesian Hierarchical Analysis of the Microcredit Literature," American Economic Review, American Economic Association, vol. 112(6), pages 1818-1847, June.
    11. Suresh de Mel & David McKenzie & Christopher Woodruff, 2019. "Labor Drops: Experimental Evidence on the Return to Additional Labor in Microenterprises," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 202-235, January.
    12. Hunt Allcott & Luca Braghieri & Sarah Eichmeyer & Matthew Gentzkow, 2020. "The Welfare Effects of Social Media," American Economic Review, American Economic Association, vol. 110(3), pages 629-676, March.
    13. William Jack & Michael Kremer & Joost de Laat & Tavneet Suri, 2023. "Credit Access, Selection, and Incentives in a Market for Asset-Collateralized Loans: Evidence From Kenya," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 3153-3185.
    14. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    15. Angelucci, Manuela & Heath, Rachel & Noble, Eva, 2023. "Multifaceted programs targeting women in fragile settings: Evidence from the Democratic Republic of Congo," Journal of Development Economics, Elsevier, vol. 164(C).
    16. Bedoya, Guadalupe & Belyakova, Yulia & Coville, Aidan & Escande, Thomas & Isaqzadeh,Mohammad & Ndiaye, Aminata, 2023. "The Enduring Impacts of a Big Push during Multiple Crises : Experimental Evidence from Afghanistan," Policy Research Working Paper Series 10596, The World Bank.
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