Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices
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- Margherita Comola & Silvia Prina, 2021.
"Treatment Effect Accounting for Network Changes,"
The Review of Economics and Statistics, MIT Press, vol. 103(3), pages 597-604, July.
- Margherita Comola & Silvia Prina, 2021. "Treatment Effect Accounting for Network Changes," PSE-Ecole d'économie de Paris (Postprint) halshs-02973059, HAL.
- Margherita Comola & Silvia Prina, 2021. "Treatment Effect Accounting for Network Changes," Post-Print halshs-02973059, HAL.
- Bryan S. Graham, 2008. "Identifying Social Interactions Through Conditional Variance Restrictions," Econometrica, Econometric Society, vol. 76(3), pages 643-660, May.
- Abhijit Banerjee & Emily Breza & Arun G Chandrasekhar & Esther Duflo & Matthew O Jackson & Cynthia Kinnan, 2024.
"Changes in Social Network Structure in Response to Exposure to Formal Credit Markets,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(3), pages 1331-1372.
- Abhijit Banerjee & Emily Breza & Arun G. Chandrasekhar & Esther Duflo & Matthew O. Jackson & Cynthia Kinnan, 2021. "Changes in Social Network Structure in Response to Exposure to Formal Credit Markets," NBER Working Papers 28365, National Bureau of Economic Research, Inc.
- Alfred Galichon, 2016. "Optimal Transport Methods in Economics," Economics Books, Princeton University Press, edition 1, number 10870.
- Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006.
"What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments,"
American Economic Review, American Economic Association, vol. 96(4), pages 988-1012, September.
- Marianne Bitler & Jonah Gelbach & Hilary Hoynes, 2003. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," NBER Working Papers 10121, National Bureau of Economic Research, Inc.
- Hilary W. Hoynes & Marianne P Bitler & Jonah Gelbach, 2005. "What Mean Impacts Miss:Distributional Effects of Welfare Reform Experiments," Working Papers 36, University of California, Davis, Department of Economics.
- Marianne P. Bitler & Jonah Gelbach & Hilary Hoynes, 2004. "What Mean Impacts Miss Distributional Effects of Welfare Reform Experiments," Working Papers WR-109-NICHD/NIA, RAND Corporation.
- Bitler, Marianne P. & Gelbach, Jonah B. & Hoynes, Hilary W., 2005. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," IZA Discussion Papers 1728, Institute of Labor Economics (IZA).
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2014.
"Complementarity and aggregate implications of assortative matching: A nonparametric analysis,"
Quantitative Economics, Econometric Society, vol. 5, pages 29-66, March.
- Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2009. "Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis," NBER Working Papers 14860, National Bureau of Economic Research, Inc.
- Sergio Firpo, 2007.
"Efficient Semiparametric Estimation of Quantile Treatment Effects,"
Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
- Sergio Firpo, 2004. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometric Society 2004 North American Summer Meetings 605, Econometric Society.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 2002.
"Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings,"
Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
- Alberto Abadie & Joshua Angrist & Guido Imbens, 1999. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Working papers 99-16, Massachusetts Institute of Technology (MIT), Department of Economics.
- James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
- Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen, 2021. "Multiple Randomization Designs," Papers 2112.13495, arXiv.org.
- Susan Athey & Jonathan Levin & Enrique Seira, 2011.
"Comparing open and Sealed Bid Auctions: Evidence from Timber Auctions,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 207-257.
- Susan Athey & Jonathan Levin & Enrique Seira, "undated". "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," Discussion Papers 08-012, Stanford Institute for Economic Policy Research.
- Susan Athey & Jonathan Levin & Enrique Seira, 2008. "Comparing Open and Sealed Bid Auctions: Evidence from Timber Auctions," NBER Working Papers 14590, National Bureau of Economic Research, Inc.
- Alfred Galichon, 2016. "Optimal transport methods in economics," Post-Print hal-03256830, HAL.
- Charles F. Manski, 1997.
"The Mixing Problem in Programme Evaluation,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 537-553.
- Charles F. Manski, 1993. "The Mixing Problem in Program Evaluation," NBER Technical Working Papers 0148, National Bureau of Economic Research, Inc.
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This paper has been announced in the following NEP Reports:- NEP-ECM-2022-06-20 (Econometrics)
- NEP-EXP-2022-06-20 (Experimental Economics)
- NEP-NET-2022-06-20 (Network Economics)
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