The Complier Average Causal Effect Parameter for Multiarmed RCTs
Author
Abstract
Suggested Citation
DOI: 10.1177/0193841X20979205
Download full text from publisher
References listed on IDEAS
- Ivan A. Canay & Azeem M. Shaikh, 2016.
"Practical and theoretical advances in inference for partially identified models,"
CeMMAP working papers
CWP05/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan A. Canay & Azeem M. Shaikh, 2016. "Practical and theoretical advances in inference for partially identified models," CeMMAP working papers 05/16, Institute for Fiscal Studies.
- Manski, Charles F, 1990.
"Nonparametric Bounds on Treatment Effects,"
American Economic Review, American Economic Association, vol. 80(2), pages 319-323, May.
- Manski, C.F., 1989. "Nonparametric Bounds On Treatment Effects," Working papers 8909, Wisconsin Madison - Social Systems.
- Constantine E. Frangakis & Donald B. Rubin, 2002. "Principal Stratification in Causal Inference," Biometrics, The International Biometric Society, vol. 58(1), pages 21-29, March.
- Castleman, Benjamin L. & Page, Lindsay C., 2015. "Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates?," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 144-160.
- repec:mpr:mprres:7071 is not listed on IDEAS
- repec:mpr:mprres:6574 is not listed on IDEAS
- Kraft, Matthew A. & Rogers, Todd, 2015.
"The underutilized potential of teacher-to-parent communication: Evidence from a field experiment,"
Economics of Education Review, Elsevier, vol. 47(C), pages 49-63.
- Kraft, Matthew A. & Rogers, Todd, 2015. "The Underutilized Potential of Teacher-to-Parent Communication: Evidence from a Field Experiment," Working Paper Series rwp14-049, Harvard University, John F. Kennedy School of Government.
- André Lapidus & Jean-Sébastien Lenfant & Goulven Rubin & Hans-Michael Trautwein, 2020. "Introduction," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 27(6), pages 815-818, November.
- Tan, Zhiqiang, 2010. "Marginal and Nested Structural Models Using Instrumental Variables," Journal of the American Statistical Association, American Statistical Association, vol. 105(489), pages 157-169.
- Dana Rotz & Paul Burkander & Mary Grider & Kenneth Fortson & Linda Molinari & Elias Sanchez-Eppler & Lindsay Cattell, "undated". "Providing Public Workforce Services to Job Seekers: 30-Month Impact Findings on the WIA Adult and Dislocated Worker Programs, Technical Supplement," Mathematica Policy Research Reports db04b33db50a4d45824da5a65, Mathematica Policy Research.
- Fan Yang & Dylan S. Small, 2016. "Using post-outcome measurement information in censoring-by-death problems," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(1), pages 299-318, January.
- Matthew Blackwell, 2017. "Instrumental Variable Methods for Conditional Effects and Causal Interaction in Voter Mobilization Experiments," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(518), pages 590-599, April.
- 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.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, January.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Schochet Peter Z., 2022. "Estimating complier average causal effects for clustered RCTs when the treatment affects the service population," Journal of Causal Inference, De Gruyter, vol. 10(1), pages 300-334, January.
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.- Peter Z. Schochet, "undated". "Multi-Armed RCTs: A Design-Based Framework," Mathematica Policy Research Reports eedf2eac4d4c4d8e869052c1d, Mathematica Policy Research.
- Peng Ding & Jiannan Lu, 2017. "Principal stratification analysis using principal scores," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(3), pages 757-777, June.
- Yuehao Bai & Shunzhuang Huang & Sarah Moon & Azeem M. Shaikh & Edward J. Vytlacil, 2024. "On the Identifying Power of Monotonicity for Average Treatment Effects," Papers 2405.14104, arXiv.org, revised Aug 2024.
- Yuta Ota & Takahiro Hoshino & Taisuke Otsu, 2024. "Causal Inference With Auxiliary Observations," Keio-IES Discussion Paper Series 2024-022, Institute for Economics Studies, Keio University.
- 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.
- Guido W. Imbens, 2022. "Causality in Econometrics: Choice vs Chance," Econometrica, Econometric Society, vol. 90(6), pages 2541-2566, November.
- Matthew A. Masten & Alexandre Poirier, 2020.
"Inference on breakdown frontiers,"
Quantitative Economics, Econometric Society, vol. 11(1), pages 41-111, January.
- Matthew Masten & Alexandre Poirier, 2017. "Inference on breakdown frontiers," CeMMAP working papers 20/17, Institute for Fiscal Studies.
- Matthew A. Masten & Alexandre Poirier, 2017. "Inference on Breakdown Frontiers," Papers 1705.04765, arXiv.org, revised Feb 2019.
- Matthew Masten & Alexandre Poirier, 2017. "Inference on breakdown frontiers," CeMMAP working papers CWP20/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Tianmeng Lyu & Björn Bornkamp & Guenther Mueller‐Velten & Heinz Schmidli, 2023. "Bayesian inference for a principal stratum estimand on recurrent events truncated by death," Biometrics, The International Biometric Society, vol. 79(4), pages 3792-3802, December.
- Andrea Mercatanti & Fan Li, 2017. "Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(4), pages 759-776, August.
- 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.
- Dinkelman, Taryn & Berlinski, Samuel & Busso, Matias & Martinez A., Claudia, 2021.
"Reducing Parent-School Information Gaps and Improving Education Outcomes: Evidence from High-Frequency Text Messages,"
CEPR Discussion Papers
15949, C.E.P.R. Discussion Papers.
- Berlinski, Samuel & Busso, Matías & Dinkelman, Taryn & Martínez, Claudia, 2021. "Reducing Parent-School Information Gaps and Improving Education Outcomes: Evidence from High-Frequency Text Messages," IDB Publications (Working Papers) 11234, Inter-American Development Bank.
- Samuel Berlinski & Matias Busso & Taryn Dinkelman & Claudia Martínez A., 2021. "Reducing Parent-School Information Gaps and Improving Education Outcomes: Evidence from High-Frequency Text Messages," NBER Working Papers 28581, National Bureau of Economic Research, Inc.
- Peter Z. Schochet, 2018. "Design-Based Estimators for Average Treatment Effects for Multi-Armed RCTs," Journal of Educational and Behavioral Statistics, , vol. 43(5), pages 568-593, October.
- Chiba, Yasutaka, 2012. "A note on bounds for the causal infectiousness effect in vaccine trials," Statistics & Probability Letters, Elsevier, vol. 82(7), pages 1422-1429.
- VanderWeele Tyler J, 2011. "Principal Stratification -- Uses and Limitations," The International Journal of Biostatistics, De Gruyter, vol. 7(1), pages 1-14, July.
- Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2024.
"Assessing Sensitivity to Unconfoundedness: Estimation and Inference,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 1-13, January.
- Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2020. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Papers 2012.15716, arXiv.org.
- Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2021. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Working Papers gueconwpa~21-21-08, Georgetown University, Department of Economics.
- Dustin M. Long & Michael G. Hudgens, 2013. "Sharpening Bounds on Principal Effects with Covariates," Biometrics, The International Biometric Society, vol. 69(4), pages 812-819, December.
- Kalena E. Cortes & Hans Fricke & Susanna Loeb & David S. Song, 2018.
"Too little or too much? Actionable Advice in an Early-Childhood Text Messaging Experiment,"
NBER Working Papers
24827, National Bureau of Economic Research, Inc.
- Cortes, Kalena E. & Fricke, Hans & Loeb, Susanna & Song, David S., 2018. "Too Little or Too Much? Actionable Advice in an Early-Childhood Text Messaging Experiment," IZA Discussion Papers 11669, Institute of Labor Economics (IZA).
- 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.
- Susan Athey & Guido W. Imbens, 2017.
"The State of Applied Econometrics: Causality and Policy Evaluation,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
- Fricke, Hans & Kalogrides, Demetra & Loeb, Susanna, 2018. "It’s too annoying: Who drops out of educational text messaging programs and why," Economics Letters, Elsevier, vol. 173(C), pages 39-43.
More about this item
Keywords
complier average casual effect; multiarmed RCTs; intervention dosage;All these keywords.
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:sae:evarev:v:44:y:2020:i:5-6:p:410-436. 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: SAGE Publications (email available below). General contact details of provider: .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.