The Paper of How: Estimating Treatment Effects Using the Front‐Door Criterion
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DOI: 10.1111/obes.12598
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- Guido W. Imbens, 2020.
"Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics,"
Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
- Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.
- David Card & Stefano DellaVigna & Patricia Funk & Nagore Iriberri, 2020.
"Are Referees and Editors in Economics Gender Neutral?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 269-327.
- David Card & Stefano DellaVigna & Patricia Funk & Nagore Iriberri, 2019. "Are Referees and Editors in Economics Gender Neutral?," NBER Working Papers 25967, National Bureau of Economic Research, Inc.
- Iriberri, Nagore & Card, David & DellaVigna, Stefano & Funk, Patricia, 2019. "Are Referees and Editors in Economics Gender Neutral?," CEPR Discussion Papers 13789, C.E.P.R. Discussion Papers.
- Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
- Ofer H. Azar, 2020. "The Economics of Tipping," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 215-236, Spring.
- Patrick Kline & Christopher R. Walters, 2016.
"Evaluating Public Programs with Close Substitutes: The Case of HeadStart,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1795-1848.
- Kline, Patrick & Walters, Christopher, 2014. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," Department of Economics, Working Paper Series qt43s9211b, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Kline, Patrick & Walters, Christopher, 2014. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," Institute for Research on Labor and Employment, Working Paper Series qt43s9211b, Institute of Industrial Relations, UC Berkeley.
- Patrick Kline & Christopher Walters, 2015. "Evaluating Public Programs with Close Substitutes: The Case of Head Start," NBER Working Papers 21658, National Bureau of Economic Research, Inc.
- Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023.
"When Should You Adjust Standard Errors for Clustering?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
- Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," Papers 1710.02926, arXiv.org, revised Sep 2022.
- Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge, 2017. "When Should You Adjust Standard Errors for Clustering?," NBER Working Papers 24003, National Bureau of Economic Research, Inc.
- Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey, 2017. "When Should You Adjust Standard Errors for Clustering?," Research Papers repec:ecl:stabus:3596, Stanford University, Graduate School of Business.
- Karim Chalak & Halbert White, 2011.
"Viewpoint: An extended class of instrumental variables for the estimation of causal effects,"
Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(1), pages 1-51, February.
- Karim Chalak & Halbert White, 2011. "Viewpoint: An extended class of instrumental variables for the estimation of causal effects," Canadian Journal of Economics, Canadian Economics Association, vol. 44(1), pages 1-51, February.
- Bharat Chandar & Uri Gneezy & John List & Ian Muir, 2019.
"The Drivers of Social Preferences: Evidence from a Nationwide Tipping Field Experiment,"
Natural Field Experiments
00680, The Field Experiments Website.
- Bharat Chandar & Uri Gneezy & John A. List & Ian Muir, 2019. "The Drivers of Social Preferences: Evidence from a Nationwide Tipping Field Experiment," NBER Working Papers 26380, National Bureau of Economic Research, Inc.
- Adam N. Glynn & Konstantin Kashin, 2018. "Front-Door Versus Back-Door Adjustment With Unmeasured Confounding: Bias Formulas for Front-Door and Hybrid Adjustments With Application to a Job Training Program," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1040-1049, July.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016.
"Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects,"
American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2015. "Explaining Causal Findings without Bias: Detecting and Assessing Direct Effects," Working Paper Series 15-064, Harvard University, John F. Kennedy School of Government.
- Guido W. Imbens, 2015.
"Matching Methods in Practice: Three Examples,"
Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
- Imbens, Guido W., 2014. "Matching Methods in Practice: Three Examples," IZA Discussion Papers 8049, Institute of Labor Economics (IZA).
- Guido Imbens, 2014. "Matching Methods in Practice: Three Examples," NBER Working Papers 19959, National Bureau of Economic Research, Inc.
- Heckman, James & Pinto, Rodrigo, 2015.
"Causal Analysis After Haavelmo,"
Econometric Theory, Cambridge University Press, vol. 31(1), pages 115-151, February.
- James J. Heckman & Rodrigo Pinto, 2013. "Causal Analysis after Haavelmo," Working Papers 2013-008, Human Capital and Economic Opportunity Working Group.
- Heckman, James J. & Pinto, Rodrigo, 2013. "Causal Analysis after Haavelmo," IZA Discussion Papers 7628, Institute of Labor Economics (IZA).
- James J. Heckman & Rodrigo Pinto, 2013. "Causal Analysis after Haavelmo," NBER Working Papers 19453, National Bureau of Economic Research, Inc.
- John Mullahy & Edward C. Norton, 2024. "Why Transform Y? The Pitfalls of Transformed Regressions with a Mass at Zero," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 417-447, April.
- Rachid Laajaj & Karen Macours & Cargele Masso & Moses Thuita & Bernard Vanlauwe, 2020.
"Reconciling yield gains in agronomic trials with returns under African smallholder conditions,"
PSE-Ecole d'économie de Paris (Postprint)
halshs-02973685, HAL.
- Rachid Laajaj & Karen Macours & Cargele Masso & Moses Thuita & Bernard Vanlauwe, 2020. "Reconciling yield gains in agronomic trials with returns under African smallholder conditions," Post-Print halshs-02973685, HAL.
- Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
- Donald B. Rubin, 2005. "Causal Inference Using Potential Outcomes: Design, Modeling, Decisions," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 322-331, March.
- Paul Hunermund & Elias Bareinboim, 2019. "Causal Inference and Data Fusion in Econometrics," Papers 1912.09104, arXiv.org, revised Mar 2023.
- Isabel R. Fulcher & Ilya Shpitser & Stella Marealle & Eric J. Tchetgen Tchetgen, 2020. "Robust inference on population indirect causal effects: the generalized front door criterion," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(1), pages 199-214, February.
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