Estimation and Inference for the Causal Effect of Receiving Treatment on a Multinomial Outcome
Author
Abstract
Suggested Citation
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- András Vargha & Harold D. Delaney, 1998. "The Kruskal-Wallis Test and Stochastic Homogeneity," Journal of Educational and Behavioral Statistics, , vol. 23(2), pages 170-192, June.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Abadie A., 2002. "Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 284-292, March.
- Jing Cheng & Dylan S. Small, 2006. "Bounds on causal effects in three‐arm trials with non‐compliance," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 68(5), pages 815-836, November.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- G. Baker Stuart & S. Lindeman Karen, 2013. "Revisiting a Discrepant Result: A Propensity Score Analysis, the Paired Availability Design for Historical Controls, and a Meta-Analysis of Randomized Trials," Journal of Causal Inference, De Gruyter, vol. 1(1), pages 51-82, June.
- Shuxi Zeng & Fan Li & Peng Ding, 2020. "Is being an only child harmful to psychological health?: Evidence from an instrumental variable analysis of China's One-Child Policy," Papers 2005.09130, arXiv.org, revised Jun 2020.
- Stuart G. Baker, 2011. "Estimation and Inference for the Causal Effect of Receiving Treatment on a Multinomial Outcome: An Alternative Approach," Biometrics, The International Biometric Society, vol. 67(1), pages 319-323, March.
- Shuxi Zeng & Fan Li & Peng Ding, 2020. "Is being an only child harmful to psychological health?: evidence from an instrumental variable analysis of China's one‐child policy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1615-1635, October.
- Alan Agresti & Maria Kateri, 2017. "Ordinal probability effect measures for group comparisons in multinomial cumulative link models," Biometrics, The International Biometric Society, vol. 73(1), pages 214-219, March.
- Jing Cheng, 2011. "The authors replied as follows:," Biometrics, The International Biometric Society, vol. 67(1), pages 323-325, March.
- Lu, Jiannan, 2018. "On the partial identification of a new causal measure for ordinal outcomes," Statistics & Probability Letters, Elsevier, vol. 137(C), pages 1-7.
- Lu, Jiannan & Ding, Peng & Dasgupta, Tirthankar, 2015. "Construction of alternative hypotheses for randomization tests with ordinal outcomes," Statistics & Probability Letters, Elsevier, vol. 107(C), pages 348-355.
- Jiannan Lu & Peng Ding & Tirthankar Dasgupta, 2018. "Treatment Effects on Ordinal Outcomes: Causal Estimands and Sharp Bounds," Journal of Educational and Behavioral Statistics, , vol. 43(5), pages 540-567, October.
- Jiannan Lu & Yunshu Zhang & Peng Ding, 2020. "Sharp bounds on the relative treatment effect for ordinal outcomes," Biometrics, The International Biometric Society, vol. 76(2), pages 664-669, June.
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.- Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022.
"Covariate distribution balance via propensity scores,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
- Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2018. "Covariate Distribution Balance via Propensity Scores," Papers 1810.01370, arXiv.org, revised Apr 2020.
- Joshua D. Angrist, 2004.
"Treatment effect heterogeneity in theory and practice,"
Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
- Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
- Joshua Angrist, 2004. "Treatment Effect Heterogeneity in Theory and Practice," Econometric Society 2004 North American Winter Meetings 186, Econometric Society.
- Angrist, Joshua, 2003. "Treatment Effect Heterogeneity in Theory and Practice," IZA Discussion Papers 851, Institute of Labor Economics (IZA).
- Frandsen, Brigham R. & Frölich, Markus & Melly, Blaise, 2012.
"Quantile treatment effects in the regression discontinuity design,"
Journal of Econometrics, Elsevier, vol. 168(2), pages 382-395.
- Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).
- Joshua D. Angrist & Sarah R. Cohodes & Susan M. Dynarski & Parag A. Pathak & Christopher R. Walters, 2016.
"Stand and Deliver: Effects of Boston's Charter High Schools on College Preparation, Entry, and Choice,"
Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 275-318.
- Joshua D. Angrist & Sarah R. Cohodes & Susan M. Dynarski & Parag A. Pathak & Christopher R. Walters, 2013. "Stand and Deliver: Effects of Boston's Charter High School on College Preparation, Entry, and Choice," CESifo Working Paper Series 4396, CESifo.
- Joshua D. Angrist & Sarah R. Cohodes & Susan M. Dynarski & Parag A. Pathak & Christopher R. Walters, 2013. "Stand and Deliver: Effects of Boston's Charter High Schools on College Preparation, Entry, and Choice," NBER Working Papers 19275, National Bureau of Economic Research, Inc.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013.
"Program evaluation with high-dimensional data,"
CeMMAP working papers
CWP77/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2015. "Program evaluation with high-dimensional data," CeMMAP working papers 55/15, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2014. "Program evaluation with high-dimensional data," CeMMAP working papers CWP33/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 57/13, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2015. "Program evaluation with high-dimensional data," CeMMAP working papers CWP55/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2014. "Program evaluation with high-dimensional data," CeMMAP working papers 33/14, Institute for Fiscal Studies.
- Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers 77/13, Institute for Fiscal Studies.
- Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2013. "Program evaluation with high-dimensional data," CeMMAP working papers CWP57/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Huber Martin & Wüthrich Kaspar, 2019.
"Local Average and Quantile Treatment Effects Under Endogeneity: A Review,"
Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
- Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
- Patrick Kline & Christopher R. Walters, 2019.
"On Heckits, LATE, and Numerical Equivalence,"
Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
- Patrick Kline & Christopher R. Walters, 2017. "On Heckits, LATE, and Numerical Equivalence," Papers 1706.05982, arXiv.org, revised Oct 2018.
- Patrick Kline & Christopher R. Walters, 2018. "On Heckits, LATE, and Numerical Equivalence," CESifo Working Paper Series 6994, CESifo.
- Patrick M. Kline & Christopher R. Walters, 2018. "On Heckits, LATE, and Numerical Equivalence," NBER Working Papers 24477, National Bureau of Economic Research, Inc.
- Markus Frölich & Martin Huber, 2017.
"Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables,"
Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
- Markus Frölich & Martin Huber, 2014. "Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables," CeMMAP working papers 31/14, Institute for Fiscal Studies.
- Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
- Frölich, Markus & Huber, Martin, 2015. "Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables," Working Paper Series 2015:12, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Markus Frölich & Martin Huber, 2014. "Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables," CeMMAP working papers CWP31/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Kirkebøen, Lars & Leuven, Edwin & Mogstad, Magne, 2014.
"Field of Study, Earnings, and Self-Selection,"
Memorandum
29/2014, Oslo University, Department of Economics.
- Lars J. Kirkebøen & Edwin Leuven & Magne Mogstad, 2015. "Field of study, earnings and self-selection," Discussion Papers 794, Statistics Norway, Research Department.
- Lars Kirkebøen & Edwin Leuven & Magne Mogstad, 2014. "Field of Study, Earnings, and Self-Selection," NBER Working Papers 20816, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Gurgand, Marc & Lorenceau, Adrien & Mélonio, Thomas, 2023.
"Student loans: Credit constraints and higher education in South Africa,"
Journal of Development Economics, Elsevier, vol. 161(C).
- Marc Gurgand & Thomas Mélonio & Adrien Lorenceau, 2023. "Student loans: Credit constraints and higher education in South Africa," PSE-Ecole d'économie de Paris (Postprint) hal-03903733, HAL.
- Marc Gurgand & Thomas Mélonio & Adrien Lorenceau, 2023. "Student loans: Credit constraints and higher education in South Africa," Post-Print hal-03903733, HAL.
- Seojeong Lee, 2018.
"A Consistent Variance Estimator for 2SLS When Instruments Identify Different LATEs,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(3), pages 400-410, July.
- Seojeong Lee, 2015. "A Consistent Variance Estimator for 2SLS When Instruments Identify Different LATEs," Discussion Papers 2015-01, School of Economics, The University of New South Wales.
- Seojeong Lee, 2018. "A Consistent Variance Estimator for 2SLS When Instruments Identify Different LATEs," Papers 1806.01457, arXiv.org.
- Humlum, Anders & Munch, Jakob R. & Rasmussen, Mette, 2023. "What Works for the Unemployed? Evidence from Quasi-Random Caseworker Assignments," IZA Discussion Papers 16033, Institute of Labor Economics (IZA).
- Michael R.M. Abrigo & Timothy J. Halliday & Teresa Molina, 2022.
"Expanding health insurance for the elderly of the Philippines,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 500-520, April.
- Michael R.M. Abrigo & Timothy J. Halliday & Teresa Molina, 2019. "Expanding Health Insurance for the Elderly of the Philippines," Working Papers 201907, University of Hawaii at Manoa, Department of Economics.
- Abrigo, Michael R.M. & Halliday, Timothy J. & Molina, Teresa, 2019. "Expanding Health Insurance for the Elderly of the Philippines," IZA Discussion Papers 12827, Institute of Labor Economics (IZA).
- Abrigo, Michael R.M., Halliday, Timothy J., Molina, Teresa, 2019. "Expanding Health Insurance for the Elderly of the Philippines," Discussion Papers DP 2019-37, Philippine Institute for Development Studies.
- Imbens, Guido W., 2014.
"Instrumental Variables: An Econometrician's Perspective,"
IZA Discussion Papers
8048, Institute of Labor Economics (IZA).
- Guido Imbens, 2014. "Instrumental Variables: An Econometrician's Perspective," NBER Working Papers 19983, National Bureau of Economic Research, Inc.
- Zhang, Hongliang, 2016. "Identification of treatment effects under imperfect matching with an application to Chinese elite schools," Journal of Public Economics, Elsevier, vol. 142(C), pages 56-82.
- Damian Clarke & Manuel Llorca Jaña & Daniel Pailañir, 2023.
"The use of quantile methods in economic history,"
Historical Methods: A Journal of Quantitative and Interdisciplinary History, Taylor & Francis Journals, vol. 56(2), pages 115-132, April.
- Clarke, Damian & Llorca-Jaña, Manuel & Pailañir, Daniel, 2021. "The Use of Quantile Methods in Economic History," IZA Discussion Papers 14659, Institute of Labor Economics (IZA).
- Damian Clarke & Manuel Llorca Ja~na & Daniel Paila~nir, 2021. "The Use of Quantile Methods in Economic History," Papers 2108.06055, arXiv.org.
- Kenneth Lee & Edward Miguel & Catherine Wolfram, 2020.
"Does Household Electrification Supercharge Economic Development?,"
Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 122-144, Winter.
- Kenneth Lee & Edward Miguel & Catherine Wolfram, 2019. "Does Household Electrification Supercharge Economic Development?," NBER Working Papers 26528, National Bureau of Economic Research, Inc.
- Lee, Kenneth & Miguel, Edward & Wolfram, Catherine, 2019. "Does Household Electrification Supercharge Economic Development?," Department of Economics, Working Paper Series qt51b9d62q, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Abhijit V. Banerjee & Esther Duflo, 2009.
"The Experimental Approach to Development Economics,"
Annual Review of Economics, Annual Reviews, vol. 1(1), pages 151-178, May.
- Abhijit V. Banerjee & Esther Duflo, 2008. "The Experimental Approach to Development Economics," NBER Working Papers 14467, National Bureau of Economic Research, Inc.
- Banerjee, Abhijit & Duflo, Esther, 2008. "The Experimental Approach to Development Economics," CEPR Discussion Papers 7037, C.E.P.R. Discussion Papers.
Corrections
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:bla:biomet:v:65:y:2009:i:1:p:96-103. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0006-341X .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.