Optimal multi-action treatment allocation: A two-phase field experiment to boost immigrant naturalization
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Achim Ahrens & Alessandra Stampi‐Bombelli & Selina Kurer & Dominik Hangartner, 2024. "Optimal multi‐action treatment allocation: A two‐phase field experiment to boost immigrant naturalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1379-1395, November.
References listed on IDEAS
- Yajna Govind, 2021.
"Is naturalization a passport for better labor market integration? Evidence from a quasi-experimental setting,"
PSE Working Papers
halshs-03265055, HAL.
- Yajna Govind, 2021. "Is naturalization a passport for better labor market integration? Evidence from a quasi-experimental setting," Working Papers halshs-03265055, HAL.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018.
"Double/debiased machine learning for treatment and structural parameters,"
Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2017. "Double/Debiased Machine Learning for Treatment and Structural Parameters," NBER Working Papers 23564, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers 28/17, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Christian Hansen & Damian Kozbur, 2016.
"Inference in High-Dimensional Panel Models With an Application to Gun Control,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 590-605, October.
- Alexandre Belloni & Victor Chernozhukov & Christian Hansen & Damian Kozbur, 2014. "Inference in high dimensional panel models with an application to gun control," CeMMAP working papers 50/14, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Christian Hansen & Damian Kozbur, 2014. "Inference in High Dimensional Panel Models with an Application to Gun Control," Papers 1411.6507, arXiv.org.
- Alexandre Belloni & Victor Chernozhukov & Christian Hansen & Damian Kozbur, 2014. "Inference in high dimensional panel models with an application to gun control," CeMMAP working papers CWP50/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Toru Kitagawa & Aleksey Tetenov, 2018.
"Who Should Be Treated? Empirical Welfare Maximization Methods for Treatment Choice,"
Econometrica, Econometric Society, vol. 86(2), pages 591-616, March.
- Toru Kitagawa & Aleksey Tetenov, 2015. "Who should be treated? Empirical welfare maximization methods for treatment choice," CeMMAP working papers CWP10/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Toru Kitagawa & Aleksey Tetenov, 2017. "Who should be treated? Empirical welfare maximization methods for treatment choice," CeMMAP working papers CWP24/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Toru Kitagawa & Aleksey Tetenov, 2015. "Who should be Treated? Empirical Welfare Maximization Methods for Treatment Choice," Carlo Alberto Notebooks 402, Collegio Carlo Alberto.
- Francesca Mazzolari, 2009. "Dual citizenship rights: do they make more and richer citizens?," Demography, Springer;Population Association of America (PAA), vol. 46(1), pages 169-191, February.
- Christopher R. Knittel & Samuel Stolper, 2021. "Machine Learning about Treatment Effect Heterogeneity: The Case of Household Energy Use," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 440-444, May.
- Stefan Wager & Susan Athey, 2018.
"Estimation and Inference of Heterogeneous Treatment Effects using Random Forests,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
- Wager, Stefan & Athey, Susan, 2017. "Estimation and Inference of Heterogeneous Treatment Effects Using Random Forests," Research Papers 3576, Stanford University, Graduate School of Business.
- Susan Athey & Stefan Wager, 2021.
"Policy Learning With Observational Data,"
Econometrica, Econometric Society, vol. 89(1), pages 133-161, January.
- Susan Athey & Stefan Wager, 2017. "Policy Learning with Observational Data," Papers 1702.02896, arXiv.org, revised Sep 2020.
- Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "Inference on Treatment Effects after Selection among High-Dimensional Controlsâ€," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 608-650.
- Amy Finkelstein & Matthew J Notowidigdo, 2019.
"Take-Up and Targeting: Experimental Evidence from SNAP,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1505-1556.
- Finkelstein, Amy & Notowidigdo, Matthew J., 2018. "Take-up and Targeting: Experimental Evidence from SNAP," IZA Discussion Papers 11558, Institute of Labor Economics (IZA).
- Amy Finkelstein & Matthew J. Notowidigdo, 2018. "Take-up and Targeting: Experimental Evidence from SNAP," NBER Working Papers 24652, National Bureau of Economic Research, Inc.
- Lechner, Michael & Smith, Jeffrey, 2007.
"What is the value added by caseworkers?,"
Labour Economics, Elsevier, vol. 14(2), pages 135-151, April.
- Lechner, Michael & Smith, Jeffrey A., 2003. "What is the Value Added by Caseworkers?," IZA Discussion Papers 728, Institute of Labor Economics (IZA).
- Lechner, Michael & Smith, Jeffrey, 2003. "What is the Value Added by Caseworkers?," CEPR Discussion Papers 3825, C.E.P.R. Discussion Papers.
- Michael Lechner & Jeffrey Smith, 2003. "What is the Value Added by Caseworkers?," University of St. Gallen Department of Economics working paper series 2003 2003-05, Department of Economics, University of St. Gallen.
- Michael Lechner & Jeffrey Smith, 2003. "What is the Value Added by Caseworkers?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20031, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Michael C. Knaus & Michael Lechner & Anthony Strittmatter, 2022.
"Heterogeneous Employment Effects of Job Search Programs: A Machine Learning Approach,"
Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 597-636.
- Michael Knaus & Michael Lechner & Anthony Strittmatter, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Papers 1709.10279, arXiv.org, revised May 2018.
- Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," Economics Working Paper Series 1711, University of St. Gallen, School of Economics and Political Science.
- Lechner, Michael & Strittmatter, Anthony & Knaus, Michael C., 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," CEPR Discussion Papers 12224, C.E.P.R. Discussion Papers.
- Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," IZA Discussion Papers 10961, Institute of Labor Economics (IZA).
- Ingar Haaland & Christopher Roth & Johannes Wohlfart, 2023.
"Designing Information Provision Experiments,"
Journal of Economic Literature, American Economic Association, vol. 61(1), pages 3-40, March.
- Ingar K. Haaland & Christopher Roth & Johannes Wohlfart, 2020. "Designing Information Provision Experiments," CESifo Working Paper Series 8406, CESifo.
- Ingar Haaland & Christopher Roth & Johannes Wohlfart, 2020. "Designing Information Provision Experiments," CEBI working paper series 20-20, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
- Haaland, Ingar & Roth, Christopher & Wohlfart, Johannes, 2020. "Designing Information Provision Experiments," CAGE Online Working Paper Series 484, Competitive Advantage in the Global Economy (CAGE).
- Haaland, Ingar & Roth, Christopher & Wohlfart. Johannes, 2020. "Designing Information Provision Experiments," The Warwick Economics Research Paper Series (TWERPS) 1275, University of Warwick, Department of Economics.
- Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021.
"Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence,"
The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
- Knaus, Michael C. & Lechner, Michael & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," IZA Discussion Papers 12039, Institute of Labor Economics (IZA).
- Michael C. Knaus & Michael Lechner & Anthony Strittmatter, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," Papers 1810.13237, arXiv.org, revised Dec 2018.
- Lechner, Michael & Knaus, Michael C. & Strittmatter, Anthony, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," CEPR Discussion Papers 13402, C.E.P.R. Discussion Papers.
- Knaus, Michael C. & Lechner, Michael & anthony.strittmatter@unisg.ch, 2018. "Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence," Economics Working Paper Series 1817, University of St. Gallen, School of Economics and Political Science.
- Saurabh Bhargava & Dayanand Manoli, 2015. "Psychological Frictions and the Incomplete Take-Up of Social Benefits: Evidence from an IRS Field Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3489-3529, November.
- Stoye, Jörg, 2009. "Minimax regret treatment choice with finite samples," Journal of Econometrics, Elsevier, vol. 151(1), pages 70-81, July.
- Gathmann, Christina & Garbers, Julio, 2023.
"Citizenship and integration,"
Labour Economics, Elsevier, vol. 82(C).
- Gathmann, Christina & Garbers, Julio, 2022. "Citizenship and Integration," IZA Discussion Papers 15786, Institute of Labor Economics (IZA).
- Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021.
"Optimal Targeting in Fundraising: A Machine-Learning Approach,"
Economics working papers
2021-08, Department of Economics, Johannes Kepler University Linz, Austria.
- Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Machine-Learning Approach," CESifo Working Paper Series 9037, CESifo.
- Ahrens, Achim & Hansen, Christian B. & Schaffer, Mark E & Wiemann, Thomas, 2024.
"Model Averaging and Double Machine Learning,"
IZA Discussion Papers
16714, Institute of Labor Economics (IZA).
- Achim Ahrens & Christian B. Hansen & Mark E. Schaffer & Thomas Wiemann, 2024. "Model Averaging and Double Machine Learning," Papers 2401.01645, arXiv.org, revised Sep 2024.
- Keisuke Hirano & Jack R. Porter, 2009.
"Asymptotics for Statistical Treatment Rules,"
Econometrica, Econometric Society, vol. 77(5), pages 1683-1701, September.
- Hirano, Keisuke & Porter, Jack, 2006. "Asymptotics for statistical treatment rules," MPRA Paper 1173, University Library of Munich, Germany.
- Goldin, Jacob & Homonoff, Tatiana & Javaid, Rizwan & Schafer, Brenda, 2022. "Tax filing and take-up: Experimental evidence on tax preparation outreach and benefit claiming," Journal of Public Economics, Elsevier, vol. 206(C).
- Frolich, Markus, 2008. "Statistical Treatment Choice: An Application to Active Labor Market Programs," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 547-558, June.
- Thomas Huddleston, 2013. "The naturalisation procedure: measuring the ordinary obstacles and opportunities for immigrants to become citizens," EUI-RSCAS Working Papers p0370, European University Institute (EUI), Robert Schuman Centre of Advanced Studies (RSCAS).
- Kitagawa, Toru & Wang, Guanyi, 2023. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," Journal of Econometrics, Elsevier, vol. 232(1), pages 109-131.
- Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023.
"Rational Inattention: A Review,"
Journal of Economic Literature, American Economic Association, vol. 61(1), pages 226-273, March.
- Mackowiak, Bartosz & Matějka, Filip & Wiederholt, Mirko, 2020. "Rational Inattention: A Review," CEPR Discussion Papers 15408, C.E.P.R. Discussion Papers.
- Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," SciencePo Working papers Main hal-03878692, HAL.
- Maćkowiak, Bartosz & Matějka, Filip & Wiederholt, Mirko, 2021. "Rational inattention: a review," Working Paper Series 2570, European Central Bank.
- Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," Post-Print hal-03878692, HAL.
- Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, December.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, December.
- Stoye, Jörg, 2012. "Minimax regret treatment choice with covariates or with limited validity of experiments," Journal of Econometrics, Elsevier, vol. 166(1), pages 138-156.
- Hainmueller, Jens & Hangartner, Dominik, 2013. "Who Gets a Swiss Passport? A Natural Experiment in Immigrant Discrimination," American Political Science Review, Cambridge University Press, vol. 107(1), pages 159-187, February.
- Christina Gathmann & Nicolas Keller, 2018. "Access to Citizenship and the Economic Assimilation of Immigrants," Economic Journal, Royal Economic Society, vol. 128(616), pages 3141-3181, December.
- Charles F. Manski, 2004.
"Statistical Treatment Rules for Heterogeneous Populations,"
Econometrica, Econometric Society, vol. 72(4), pages 1221-1246, July.
- Charles F. Manski, 2003. "Statistical treatment rules for heterogeneous populations," CeMMAP working papers CWP03/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Charles F. Manski, 2003. "Statistical treatment rules for heterogeneous populations," CeMMAP working papers 03/03, Institute for Fiscal Studies.
- Tobias Cagala & Ulrich Glogowsky & Johannes Rincke & Anthony Strittmatter, 2021. "Optimal Targeting in Fundraising: A Causal Machine-Learning Approach," Papers 2103.10251, arXiv.org, revised Sep 2021.
- Wei Chen & Paul Hribar & Sam Melessa, 2023. "Standard Error Biases When Using Generated Regressors in Accounting Research," Journal of Accounting Research, Wiley Blackwell, vol. 61(2), pages 531-569, May.
- Manski, Charles F., 2007. "Minimax-regret treatment choice with missing outcome data," Journal of Econometrics, Elsevier, vol. 139(1), pages 105-115, July.
- Felfe, Christina & Kocher, Martin G. & Rainer, Helmut & Saurer, Judith & Siedler, Thomas, 2021.
"More opportunity, more cooperation? The behavioral effects of birthright citizenship on immigrant youth,"
Journal of Public Economics, Elsevier, vol. 200(C).
- Christina Felfe & Martin G. Kocher & Helmut Rainer & Judith Saurer & Thomas Siedler, 2018. "More Opportunity, More Cooperation? The Behavioral Effects of Birthright Citizenship on Immigrant Youth," CESifo Working Paper Series 6991, CESifo.
- Christina Felfe & Martin G. Kocher & Helmut Rainer & Judith Saurer & Thomas Siedler, 2021. "More Opportunity, More Cooperation? The Behavioral Effects of Birthright Citizenship on Immigrant Youth," CEPA Discussion Papers 32, Center for Economic Policy Analysis.
- Felfe, Christina & Kocher, Martin & Rainer, Helmut & Saurer, Judith & Siedler, Thomas, 2018. "More Opportunity, More Cooperation? The Behavioral Effects of Birthright Citizenship on Immigrant Youth," Economics Series 340, Institute for Advanced Studies.
- Felfe, Christina & Kocher, Martin G. & Rainer, Helmut & Saurer, Judith & Siedler, Thomas, 2021. "More Opportunity, More Cooperation? The Behavioral Effects of Birthright Citizenship on Immigrant Youth," IZA Discussion Papers 14384, Institute of Labor Economics (IZA).
- Jonathan M.V. Davis & Sara B. Heller, 2017. "Using Causal Forests to Predict Treatment Heterogeneity: An Application to Summer Jobs," American Economic Review, American Economic Association, vol. 107(5), pages 546-550, May.
- Guido W. Imbens, 2004.
"Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review,"
The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
- Guido W. Imbens, 2003. "Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review," NBER Technical Working Papers 0294, National Bureau of Economic Research, Inc.
- Kåre Vernby & Rafaela Dancygier, 2019. "Can immigrants counteract employer discrimination? A factorial field experiment reveals the immutability of ethnic hierarchies," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-19, July.
- Bhattacharya, Debopam & Dupas, Pascaline, 2012.
"Inferring welfare maximizing treatment assignment under budget constraints,"
Journal of Econometrics, Elsevier, vol. 167(1), pages 168-196.
- Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc.
- Dancygier,Rafaela M., 2010. "Immigration and Conflict in Europe," Cambridge Books, Cambridge University Press, number 9780521150231, November.
- Dancygier,Rafaela M., 2010. "Immigration and Conflict in Europe," Cambridge Books, Cambridge University Press, number 9780521199070, November.
- Hainmueller, Jens & Hangartner, Dominik & Pietrantuono, Giuseppe, 2017. "Catalyst or Crown: Does Naturalization Promote the Long-Term Social Integration of Immigrants?," American Political Science Review, Cambridge University Press, vol. 111(2), pages 256-276, May.
- Charles F. Manski, 2021.
"Econometrics for Decision Making: Building Foundations Sketched by Haavelmo and Wald,"
Econometrica, Econometric Society, vol. 89(6), pages 2827-2853, November.
- Charles F. Manski, 2019. "Econometrics For Decision Making: Building Foundations Sketched By Haavelmo And Wald," NBER Working Papers 26596, National Bureau of Economic Research, Inc.
- Charles F. Manski, 2019. "Econometrics For Decision Making: Building Foundations Sketched By Haavelmo And Wald," Papers 1912.08726, arXiv.org, revised Feb 2021.
- Hainmueller, Jens & Hangartner, Dominik & Ward, Dalston, 2019. "The Effect of Citizenship on the Long-Term Earnings of Marginalized Immigrants: Quasi-Experimental Evidence from Switzerland," SocArXiv 24qas, Center for Open Science.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, November.
- Keller, Nicolas & Gathmann, Christina & Monscheuer, Ole, 2015. "Citizenship and the Social Integration of Immigrants: Evidence from Germany's Immigration Reforms," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113184, Verein für Socialpolitik / German Economic Association.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Michael C Knaus, 2022.
"Double machine learning-based programme evaluation under unconfoundedness [Econometric methods for program evaluation],"
The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 602-627.
- Knaus, Michael C., 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Economics Working Paper Series 2004, University of St. Gallen, School of Economics and Political Science.
- Knaus, Michael C., 2020. "Double Machine Learning Based Program Evaluation under Unconfoundedness," IZA Discussion Papers 13051, Institute of Labor Economics (IZA).
- Michael C. Knaus, 2020. "Double Machine Learning based Program Evaluation under Unconfoundedness," Papers 2003.03191, arXiv.org, revised Jun 2022.
- Augustine Denteh & Helge Liebert, 2022.
"Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment,"
Working Papers
2201, Tulane University, Department of Economics.
- Augustine Denteh & Helge Liebert, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," CESifo Working Paper Series 9664, CESifo.
- Denteh, Augustine & Liebert, Helge, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," IZA Discussion Papers 15192, Institute of Labor Economics (IZA).
- Augustine Denteh & Helge Liebert, 2022. "Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment," Papers 2201.07072, arXiv.org, revised Apr 2023.
- Huber, Martin, 2019.
"An introduction to flexible methods for policy evaluation,"
FSES Working Papers
504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
- Takanori Ida & Takunori Ishihara & Koichiro Ito & Daido Kido & Toru Kitagawa & Shosei Sakaguchi & Shusaku Sasaki, 2022.
"Choosing Who Chooses: Selection-Driven Targeting in Energy Rebate Programs,"
NBER Working Papers
30469, National Bureau of Economic Research, Inc.
- IDA Takanori & ISHIHARA Takunori & ITO Koichiro & KIDO Daido & KITAGAWA Toru & SAKAGUCHI Shosei & SASAKI Shusaku, 2023. "Choosing Who Chooses: Selection-driven targeting in energy rebate programs," Discussion papers 23011, Research Institute of Economy, Trade and Industry (RIETI).
- Takanori Ida & Takunori Ishihara & Koichiro Ito & Daido Kido & Toru Kitagawa & Shosei Sakaguchi & Shusaku Sasaki, 2021. "Paternalism, Autonomy, or Both? Experimental Evidence from Energy Saving Programs," Papers 2112.09850, arXiv.org.
- Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
- Toru Kitagawa & Sokbae Lee & Chen Qiu, 2022. "Treatment Choice with Nonlinear Regret," Papers 2205.08586, arXiv.org, revised Oct 2024.
- Manski, Charles F., 2023.
"Probabilistic prediction for binary treatment choice: With focus on personalized medicine,"
Journal of Econometrics, Elsevier, vol. 234(2), pages 647-663.
- Charles F. Manski, 2021. "Probabilistic Prediction for Binary Treatment Choice: with Focus on Personalized Medicine," NBER Working Papers 29358, National Bureau of Economic Research, Inc.
- Charles F. Manski, 2021. "Probabilistic Prediction for Binary Treatment Choice: with focus on personalized medicine," Papers 2110.00864, arXiv.org.
- Susan Athey & Stefan Wager, 2021.
"Policy Learning With Observational Data,"
Econometrica, Econometric Society, vol. 89(1), pages 133-161, January.
- Susan Athey & Stefan Wager, 2017. "Policy Learning with Observational Data," Papers 1702.02896, arXiv.org, revised Sep 2020.
- Gathmann, Christina & Garbers, Julio, 2023.
"Citizenship and integration,"
Labour Economics, Elsevier, vol. 82(C).
- Gathmann, Christina & Garbers, Julio, 2022. "Citizenship and Integration," IZA Discussion Papers 15786, Institute of Labor Economics (IZA).
- Chunrong Ai & Yue Fang & Haitian Xie, 2024. "Data-driven Policy Learning for Continuous Treatments," Papers 2402.02535, arXiv.org, revised Nov 2024.
- Eric Mbakop & Max Tabord‐Meehan, 2021.
"Model Selection for Treatment Choice: Penalized Welfare Maximization,"
Econometrica, Econometric Society, vol. 89(2), pages 825-848, March.
- Eric Mbakop & Max Tabord-Meehan, 2016. "Model Selection for Treatment Choice: Penalized Welfare Maximization," Papers 1609.03167, arXiv.org, revised Dec 2020.
- Garbero, Alessandra & Sakos, Grayson & Cerulli, Giovanni, 2023.
"Towards data-driven project design: Providing optimal treatment rules for development projects,"
Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
- Garbero, Alessandra & Sakos, Grayson & Cerulli, Giovanni, 2021. "Towards Data-driven Project design: Providing Optimal Treatment Rules for Development Projects," 2021 Annual Meeting, August 1-3, Austin, Texas 314016, Agricultural and Applied Economics Association.
- Michael Lechner, 2023. "Causal Machine Learning and its use for public policy," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-15, December.
- Yuchen Hu & Henry Zhu & Emma Brunskill & Stefan Wager, 2024. "Minimax-Regret Sample Selection in Randomized Experiments," Papers 2403.01386, arXiv.org, revised Jun 2024.
- Kock, Anders Bredahl & Preinerstorfer, David & Veliyev, Bezirgen, 2023.
"Treatment recommendation with distributional targets,"
Journal of Econometrics, Elsevier, vol. 234(2), pages 624-646.
- Anders Bredahl Kock & David Preinerstorfer & Bezirgen Veliyev, 2020. "Treatment recommendation with distributional targets," Papers 2005.09717, arXiv.org, revised Apr 2022.
- Henrika Langen & Martin Huber, 2022. "How causal machine learning can leverage marketing strategies: Assessing and improving the performance of a coupon campaign," Papers 2204.10820, arXiv.org, revised Jun 2022.
- Charles F. Manski, 2021.
"Econometrics for Decision Making: Building Foundations Sketched by Haavelmo and Wald,"
Econometrica, Econometric Society, vol. 89(6), pages 2827-2853, November.
- Charles F. Manski, 2019. "Econometrics For Decision Making: Building Foundations Sketched By Haavelmo And Wald," NBER Working Papers 26596, National Bureau of Economic Research, Inc.
- Charles F. Manski, 2019. "Econometrics For Decision Making: Building Foundations Sketched By Haavelmo And Wald," Papers 1912.08726, arXiv.org, revised Feb 2021.
- Ganesh Karapakula, 2023. "Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap," Papers 2301.05703, arXiv.org, revised Jan 2023.
- Liyang Sun, 2021.
"Empirical Welfare Maximization with Constraints,"
Papers
2103.15298, arXiv.org, revised Sep 2024.
- Liyang Sun, 2024. "Empirical welfare maximization with constraints," CeMMAP working papers 19/24, Institute for Fiscal Studies.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EXP-2023-06-12 (Experimental Economics)
- NEP-MIG-2023-06-12 (Economics of Human Migration)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2305.00545. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.