Timothy B. Armstrong. Fields: Econometric Theory, Applied Econometrics, Industrial Organization

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Timothy B. Armstrong Vita Date: August 2018 Office Address: 30 Hillhouse Ave., Room 18 New Haven, CT 06511 Email: timothy.armstrong@yale.edu Citizenship: United States Employment: Associate Professor, Yale University Previous Positions: Assistant Professor, Yale University, 2012-2018 Visiting Scholar, University of Pennsylvania, Spring 2015 Visiting Scholar, Harvard University, Fall 2014 Fields: Econometric Theory, Applied Econometrics, Industrial Organization Education: Ph.D. Economics, Stanford University, 2007-2012 B.A. Economics-Mathematics, Reed College, 2003-2007 Fellowships, Honors, and Awards: National Science Foundation Research Grant (with Michal Kolesár), 2016-2019 Yale University Junior Faculty Fellowship, 2014-2015 B.F. Haley and E.S. Shaw Fellowship, Stanford University, 2011-2012 Second Year Paper Prize, Dept. of Economics, Stanford University, 2010 Economics Department Fellowship, Stanford University, 2007-2008 Phi Beta Kappa, 2007 1

Gerald M. Meier Award for Distinction in Economics, Reed College, 2007 Presentations: 2018: Penn State, U Iowa Econometrics Mini-Conference, CIREQ Econometrics Conference, Seoul National University, U Conn New Frontiers in Econometrics Conference, North American Meetings of the Econometric Society, IAAE Conferenece, EEA-ESEM Meetings 2017: AEA Winter Meetings, Stanford, U Chicago, CEME Inference in Non-Standard Problems conference, U Illinois Urbana-Champaign, NYU, Yale MacMillan-CSAP, New York Area Econometrics Conference 2016: New York Area Econometrics Conference, U Wisconsin-Madison, North American Meetings of the Econometric Society 2015: U Penn, Michigan State, Stanford, Humboldt U Berlin, Econometric Society World Congress, CEME Inference in Non-Standard Problems conference, U Virginia 2014: AEA Winter Meetings, Vanderbilt, University College London, London School of Economics, Toulouse School of Economics, U Montreal, U Toronto, Harvard/MIT, Boston University, CEME Interactions conference, New York Area Econometrics Conference 2013: AEA Winter Meetings, Cornell, Brown, Columbia, Duke, North American Meetings of the Econometric Society, Asian Meetings of the Econometric Society, Penn State, NYU, Boston College, Ohio State, New York Area Econometrics Conference 2012: U Chicago, Yale, Harvard, Chicago Booth, UCLA, U Michigan, Princeton, UC Berkeley, UC San Diego, UC Davis, U Penn, U Wisconsin-Madison, U Texas-Austin, Northwestern, New York Area Econometrics Conference 2011: MIT, California Econometrics Conference 2010: Econometric Society World Congress, California Econometrics Conference Referee Activity: American Economic Journal: Microeconomics, American Economic Review, Econometric Theory, Econometrica, Econometrics, Journal of Applied Econometrics, Journal of Business and Economic Statistics, Journal of Econometrics, Journal of Economic Theory, Journal of Nonparametric Statistics, Journal of the American Statistical Association, Review of Economic Studies, Quantitative Economics Other Activities: Organizer, Cowles Foundation Econometrics Conference, Summer 2014 2

Publications: Armstrong, T. B. & Kolesár, M. (2018). Optimal Inference in a Class of Regression Models. Econometrica, 86(2), 655 683 Armstrong, T. B. (2018). On the choice of test statistic for conditional moment inequalities. Journal of Econometrics, 203(2), 241 255 Armstrong, T. B. & Kolesár, M. (2018). A Simple Adjustment for Bandwidth Snooping. The Review of Economic Studies, 85(2), 732 765 Andrews, I. & Armstrong, T. B. (2017). Unbiased instrumental variables estimation under known first-stage sign. Quantitative Economics, 8(2), 479 503 Armstrong, T. B. (2016). Large Market Asymptotics for Differentiated Product Demand Estimators With Economic Models of Supply. Econometrica, 84(5), 1961 1980 Armstrong, T. B. & Chan, H. P. (2016). Multiscale adaptive inference on conditional moment inequalities. Journal of Econometrics, 194(1), 24 43 Armstrong, T. (2015). Adaptive testing on a regression function at a point. The Annals of Statistics, 43(5), 2086 2101 Armstrong, T. B. (2015). Asymptotically exact inference in conditional moment inequality models. Journal of Econometrics, 186(1), 51 65 Armstrong, T. B. (2014). Weighted KS statistics for inference on conditional moment inequalities. Journal of Econometrics, 181(2), 92 116 Armstrong, T. B., Bertanha, M., & Hong, H. (2014). A fast resample method for parametric and semiparametric models. Journal of Econometrics, 179(2), 128 133 Armstrong, T. B. (2013). Bounds in auctions with unobserved heterogeneity. Quantitative 3

Economics, 4(3), 377 415 Working Papers: Sensitivity Analysis using Approximate Moment Condition Models (Aug 2018), with Michal Kolesár Simple and Honest Confidence Intervals in Nonparametric Regression (Aug 2018), with Michal Kolesár Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness (Dec 2017), with Michal Kolesár The Asymptotic Distribution of Simulation Estimators with Overlapping Estimation Draws (Dec 2017), with Ron Gallant, Han Hong and Huiyu Li, revise and resubmit at Econometric Theory Inference on Optimal Treatment Assignments (Apr 2015), with Shu Shen, revise and resubmit at Journal of Applied Econometrics A Note on Minimax Testing and Confidence Intervals in Moment Inequality Models (Dec 2014) Courses Taught: ECON 135: Introduction to Probability and Statistics (Fall 2012, Fall 2013, Fall 2015, Fall 2016). First semester of year-long undergraduate sequence covering probability, statistics and econometrics. ECON 420: Applied Econometrics (Fall 2016, Fall 2017). Advanced topics course in econometrics for undergraduates. ECON 554: Econometrics V (Spring 2014, Spring 2016). Advanced topics course in econometrics for Ph.D. students. 4

ECON 551: Econometrics II (Spring 2016, Spring 2017, Spring 2018). Second semester of year-long econometrics sequence for first year Ph.D. students. ECON 556: Topics in Empirical Economics and Public Policy (Fall 2017). course in applied econometrics for Ph.D. students. Second year 5