PUBLISHED OR FORTHCOMING
  1. (2024) "Inference for Ranks with Applications to Mobility across Neighborhoods and Academic Achievement across Countries" (with M. Mogstad, J. P. Romano, and D. Wilhelm), Review of Economic Studies, Vol. 91, No. 1, p. 476-518 (pdf). Related R code.

  2. (2024+) "Covariate Adjustment in Experiments with Matched Pairs" (with Y. Bai, L. Jiang, J. P. Romano and Y. Zhang), forthcoming in the Journal of Econometrics (pdf).

  3. (2024+) "Dealing with Imperfect Randomization: Inference for the HighScope Perry Preschool Program" (with J. Heckman, and R. Pinto), forthcoming in the Journal of Econometrics (Special Issue in Honor of James Heckman on the Occasion of his 70th Birthday) (pdf).

  4. (2024+) "Representation and Hesitancy in Population Health Research: Evidence from a COVID-19 Antibody Study" (with D. Dutz, M. Greenstone, A. Hortacsu, S. Lacouture, M. Mogstad, A. Torgovitsky, and W. van Dijk), forthcoming in American Economic Review: Insights (pdf).

  5. (2024+) "Multiple Testing with Covariate Adjustment in Experimental Economics" (with J. A. List and A. Vayalinkal), forthcoming in the Journal of Applied Econometrics (pdf). Related Stata code.

  6. (2023) "Inference for Large-Scale Linear Systems with Known Coefficients" (with Z. Fang, A. Santos and A. Torgovitsky), Econometrica, Vol. 91, No. 1, p. 299-327 (pdf). Related R code.

  7. (2023) "Selection Bias in Voluntary Random Testing: Evidence from a COVID-19 Antibody Study" (with D. Dutz, M. Greenstone, A. Hortacsu, S. Lacouture, M. Mogstad, A. Torgovitsky, and W. van Dijk), American Economic Review Papers and Proceedings, Vol. 113, p. 562-566 (pdf).

  8. (2023) "On the Implementation of Approximate Randomization Tests in Linear Models with a Small Number of Clusters" (with Y. Cai, I. A. Canay and D. Kim), Journal of Econometric Methods, Vol. 12, No. 1, p. 85 (pdf). Related Stata and R code.

  9. (2023) "Comment on `Invidious Comparisons: Ranking and Selection as Compound Decisions'" (with M. Mogstad, J. P. Romano, and D. Wilhelm), Econometrica, Vol. 91, Iss. 1, p. 53-60 (pdf).

  10. (2022) "Statistical Uncertainty in the Ranking of Journals and Universities" (with M. Mogstad, J. P. Romano, and D. Wilhelm), American Economic Review Papers and Proceedings, Vol. 112, p. 630-634 (pdf).

  11. (2022) "A Two-Step Method for Testing Many Moment Inequalities" (with Y. Bai and A. Santos), Journal of Business and Economic Statistics, Vol 40, Iss. 3, p. 1070-1080 (pdf). Related R code.

  12. (2022) "Confidence Intervals for Seroprevalence" (with T. J. DiCiccio, D. Ritzwoller and J. P. Romano), Statistical Science, Vol. 37, No. 3, p. 306-321 (pdf).

  13. (2021) "Randomization Tests in Observational Studies with Staggered Adoption of Treatment" (with P. Toulis), Journal of the American Statistical Association, Vol. 116, Iss. 536, p. 1835-1848 (pdf). Related R code.

  14. (2021) "Inference for Experiments with Matched Pairs" (with Y. Bai and J. P. Romano), forthcoming in the Journal of the American Statistical Association (pdf). Supplementary Appendix (pdf). Related R code.

  15. (2021) "The Wild Bootstrap with a "Small" Number of "Large" Clusters" (with I. A. Canay and A. Santos), Review of Economics and Statistics, Vol. 103, Iss. 2, p. 346-363 (pdf).

  16. (2019) "Inference under Covariate-Adaptive Randomization with Multiple Treatments" (with F. Bugni and I. A. Canay), Quantitative Economics, Vol. 10, Iss. 4, p. 1747-1785 (pdf). Related Stata code.

  17. (2019) "Instrumental Variables and the Sign of the Average Treatment Effect" (with C. Machado and E. J. Vytlacil), Journal of Econometrics, Vol. 212, Iss. 2, p. 522-555 (pdf).

  18. (2019) "Multiple Testing in Experimental Economics" (with J. A. List and Y. Xu), Experimental Economics, Vol. 22, Iss. 4, p. 773-793 (pdf). Related Stata code.

  19. (2018) "The Econometrics of Shape Restrictions" (with D. Chetverikov and A. Santos), Annual Review of Economics, Vol. 10, p. 31-63 (pdf).

  20. (2018) "Inference under Covariate-Adaptive Randomization" (with F. Bugni and I. A. Canay), Journal of the American Statistical Association, Vol. 113, Iss. 524, p. 1784-1796 (pdf). Erratum (pdf).

  21. (2017) "Keeping the ECON in Econometrics: (Micro-)Econometrics in the Journal of Political Economy" (with S. Bonhomme), forthcoming in the Journal of Political Economy (Special Issue on the 125th Anniversary of the Journal), Vol. 125, Iss. 6, p. 1846-1853. (pdf).

  22. (2017) "Practical and Theoretical Advances for Inference in Partially Identified Models" (with I. A. Canay), in B. Honore, A. Pakes, M. Piazzesi, & L. Samuelson, eds., Advances in Economics and Econometrics: 11th World Congress (Econometric Society Monographs), p. 271-306 (pdf).

  23. (2017) "Randomization Tests under an Approximate Symmetry Assumption" (with I. A. Canay and J. P. Romano), Econometrica, Vol. 85, No. 3, p. 1013-1030 (pdf). Supplementary Appendix (pdf).

  24. (2014) "Multiple Testing and Heterogeneous Treatment Effects: Re-evaluating the Effect of PROGRESA on School Enrollment" (with S. Lee), Journal of Applied Econometrics, Vol. 29, Iss. 4, p. 612-626 (pdf).

  25. (2014) "A Practical Two-Step Method for Testing Moment Inequalities" (with J. P. Romano and Michael Wolf), Econometrica, Vol. 82, No. 5, p. 1979-2002 (pdf). Supplementary Appendix (pdf). Related Matlab and R code.

  26. (2013) "On the Testability of Identification in Some Nonparametric Models with Endogeneity" (with I. A. Canay and A. Santos), Econometrica, Vol. 81, No. 6, p. 2535-2559 (pdf).

  27. (2012) "On the Asymptotic Optimality of Empirical Likelihood for Testing Moment Restrictions" (with Y. Kitamura and A. Santos), Econometrica, Vol. 80, No. 1, p. 413-423 (pdf). Supplemental Appendix (pdf).

  28. (2012) "Treatment Effect Bounds: An Application to Swan-Ganz Catheterization" (with J. Bhattacharya and E. J. Vytlacil), Journal of Econometrics, Vol. 168, Iss. 2, p. 223-243 (pdf).

  29. (2012) "On the Uniform Asymptotic Validity of Subsampling and the Bootstrap" (with J. P. Romano), Annals of Statistics, Vol. 40, No. 6, p. 2798-2822 (pdf). Supplementary Appendix (pdf).

  30. (2011) "Consonance and the Closure Method in Multiple Testing" (with J. P. Romano and Michael Wolf), International Journal of Biostatistics, Vol. 7, Iss. 1, Art. 12 (pdf).

  31. (2011) "Partial Identification in Triangular Systems of Equations with Binary Dependent Variables" (with E. J. Vytlacil), Econometrica, Vol. 79, No. 3, p. 949-955 (pdf). Supplemental Appendix (pdf).

  32. (2010) "Inference for the Identified Set in Partially Identified Econometric Models" (with J. P. Romano), Econometrica, Vol. 78, No. 1, p. 169-211 (pdf).

  33. (2010) "Hypothesis Testing in Econometrics" (with J. P. Romano and Michael Wolf), Annual Review of Economics, Vol. 2, p. 75-104 (pdf).

  34. (2010) "Multiple Testing" (with J. P. Romano and Michael Wolf), New Palgrave Dictionary of Economics (Online Edition) (pdf).

  35. (2009) "A Specification Test for the Propensity Score using its Distribution Conditional on Participation" (with M. Simonsen, E. J. Vytlacil, and N. Yildiz), Journal of Econometrics, Vol. 151, Iss. 1, p. 33-46 (pdf).

  36. (2008) "Endogenous Binary Choice Models with Median Restrictions: A Comment" (with E. J. Vytlacil), Economics Letters, Vol. 98, Iss. 1, p. 23-28 (pdf).

  37. (2008) "Formalized Data Snooping Based on Generalized Error Rates" (with J. P. Romano and Michael Wolf), Econometric Theory, Vol. 24, Iss. 2, p. 404-447 (pdf). Related Matlab and R code.

  38. (2008) "Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization" (with J. Bhattacharya and E. J. Vytlacil), American Economic Review Papers and Proceedings, Vol 98, No. 2, p. 351-356 (pdf).

  39. (2008) "Inference for Identifiable Parameters in Partially Identified Econometric Models" (with J. P. Romano), Journal of Statistical Planning and Inference (Special Issue in Honor of T. W. Anderson, Jr. on the Occasion of his 90th Birthday), Vol. 138, Iss. 9, p. 2786-2807 (pdf).

  40. (2008) "Control of the False Discovery Rate under Dependence using the Bootstrap and Subsampling (with Discussion and Rejoinder)" (with J. P. Romano and Michael Wolf), TEST, Vol. 17, No. 3, p. 417-442 (pdf) and 461-471 (pdf).

  41. (2008) "Discussion: On Methods Controlling the False Discovery Rate" (with J. P. Romano and Michael Wolf), Sankya, Vol. 70, Part 2, p. 169-176 (pdf).

  42. (2006) "On Stepdown Control of the False Discovery Proportion" (with J. P. Romano), in J. Rojo, ed., IMS Lecture Notes - Monograph Series, 2nd Lehmann Symposium - Optimality, Vol. 49, p. 33-50 (pdf).

  43. (2006) "Stepup Procedures for Control of Generalizations of the Familywise Error Rate" (with J. P. Romano), Annals of Statistics, Vol. 34, No. 4., p. 1850-1873 (pdf).


SUBMITTED FOR PUBLICATION
  1. (2024) "csranks: An R Package for Estimation and Inference Involving Ranks" (with D. Chetverikov, M. Mogstad, P. Morgen, J. P. Romano, and D. Wilhelm), working paper (pdf).

  2. (2023) "Inference for Experiments with Matched Pairs and Imperfect Compliance" (with Y. Bai, H. Gao and M. Tabord-Meehan), revision requested by the Journal of Econometrics (pdf).

  3. (2023) "On the Efficiency of Finely Stratified Experiments" (with Y. Bai, J. Liu and M. Tabord-Meehan), working paper (pdf).

  4. (2023) "Inference for Cluster Randomized Trials with Matched Pairs" (with Y. Bai, J. Liu and M. Tabord-Meehan), revision requested by the Journal of Econometrics (pdf).

  5. (2023) "Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes" (with F. Bugni, I. A. Canay, and M. Tabord-Meehan), revision requested by the Journal of Political Economy: Microeconomics (pdf).

  6. (2022) "Finite- and Large-Sample Inference for Ranks using Multinomial Data with an Application to Ranking Political Parties" (with S. Bazylik, M. Mogstad, J. P. Romano, and D. Wilhelm), revision requested by the Journal of Econometrics (pdf).


WORKING PAPERS
  1. (2022) "On Testing Systems of Linear Inequalities with Known Coefficients" (with Y. Bai and A. Santos), working paper (pdf).

  2. (2022) "Partial Identification of Treatment Effect Rankings with Instrumental Variables" (with Y. Bai, S. Huang and E. J. Vytlacil), working paper (pdf).

  3. (2004) "Electricity Regulation in California and Input Market Distortions" (with M. Jacobsen), Stanford Institute for Economic Policy Research Discussion Paper 03-016 (pdf).


ACKNOWLEDGEMENTS

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