- Research Papers
- Published / Forthcoming Articles (peer reviewed)
 Who Should be Treated? Empirical Welfare Maximization Methods for Treatment Choice, (with Aleksey Tetenov) , (2018) Econometrica, Vol. 86(2), pp 591-616. DOI: 10.3982/ECTA13288.
Supplementary material 1 (Appendices A - C)
Supplementary material 2 (Appendices D - E, replication files)
 Model averaging in semiparametric estimation of treatment effects, (with Chris Muris), (2016). Journal of Econometrics, Vol. 193 (1), pp 271-289. DOI:10.1016/j.jeconom.2016.03.002
* R-codes to replicate Monte Carlo and the empirical application are here.
 A Test for Instrument Validity, (2015).
Econometrica, Vol. 83(5), pp 2043-2063. DOI: 10.3982/ECTA11974 (2008 version titled as A Bootstrap Test for Instrument Validity in the Heterogeneous Treatment Effect Model, here). * R-codes to replicate Monte Carlo and the empirical applications are available upon request.
Imbens, (2014). Statistical Science, Vol. 29, No.3, 359-362. doi:10.1214/14-STS494
- Revise & Resubmit / Working Papers
[wp10] Inference on Winners, (with Isaiah Andrews and Adam McCloskey), (May 2018), Cemmap Working Paper 31/18.
[wp9] Measurement Error and Rank Correlations, (with Martin Nybom and Jan Stuhler), (April 2018), Cemmap Working Paper 28/18. Submitted.
[wp8] Information Redundancy Neglect versus Overconfidence: A Social Learning Experiment, (with Marco Angrisani, Antonio Guarino, and Philippe Jehiel), (June 2017), Cemmap Working Paper 32/17. Submitted.
[wp7] Uncertain Identification, (with Raffaella Giacomini and Alessio Volpicella), (April 2017), Cemmap Working Paper 18/17. Submitted.
[wp6] Equality-Minded Treatment Choice, (with Aleksey Tetenov), (February 2017), Cemmap Working Paper 10/17. Revision and Resubmit, Journal of Business and Economic Statistics.
[wp5] Posterior Distribution of Nondifferentiable Functions, (with Jose-Luis Montiel-Olea, and Jonathan Payne), (Sep 2017), Cemmap Working Paper 44/17. Submitted.
[wp4] Updating Ambiguous Beliefs in a Social Learning Experiment, (with Roberta De Filippis, Antonio Guarino, and Philippe Jehiel (March, 2017), Cemmap Working Paper 13/17. Submitted.
[wp3] Robust Inference about Partially Identified SVARs, (with Raffaella Giacomini), (June 2015), Cemmap Working Paper. Revision and resubmit, Review of Economic Studies.
[wp2] Estimation and Inference for Set-identified Parameters Using Posterior Lower Probability, (July 2012) (Previously circulated as Inference and Decision for Set Identified Parameters Using Posterior Lower and Upper Probabilities.) Requested to merge into [wp3] by a co-editor of Review of Economic Studies.
[wp1] Identification Region of the Potential Outcome Distributions under Instrument Independence, (October 2009). Revision and resubmit, Econometrica.
 Intersection Bounds, Robust Bayes, and Updating Ambiguous Beliefs, (November 2011).
 Testing for Instrument Independence in the Selection Model, (February 2010).
(No title, by Tetsuya Ishida)