(orcid 0000-0002-6262-915X)
Shum, Matthew; Xin, Yi (2022) Time-Varying Risk Aversion? Evidence from Near-Miss Accidents Review of Economics and Statistics; Vol. 104; No. 6; https://doi.org/10.1162/rest_a_01009
Bonnet, Odran; Galichon, Alfred et al. (2022) Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching Review of Economic Studies; https://doi.org/10.1093/restud/rdac006 (In Press)
Hsieh, Yu-Wei; Shi, Xiaoxia et al. (2022) Inference on estimators defined by mathematical programming Journal of Econometrics; Vol. 226; No. 2; https://doi.org/10.1016/j.jeconom.2021.06.001
Zhao, Yi; Yang, Sha et al. (2022) A Dynamic Model of Player Level-Progression Decisions in Online Gaming Management Science; https://doi.org/10.1287/mnsc.2021.4255 (In Press)
Dong, Baiyu; Hsieh, Yu-Wei et al. (2021) Computing moment inequality models using constrained optimization Econometrics Journal; Vol. 24; No. 3; https://doi.org/10.1093/ectj/utab014
Buchholz, Nicholas; Shum, Matthew et al. (2021) Semiparametric estimation of dynamic discrete choice models Journal of Econometrics; Vol. 223; No. 2; https://doi.org/10.1016/j.jeconom.2020.01.024
Fosgerau, Mogens; Melo, Emerson et al. (2021) Some remarks on CCP-based estimators of dynamic models Economics Letters; Vol. 204; https://doi.org/10.1016/j.econlet.2021.109911
Echenique, Federico; Lee, SangMok et al. (2021) Stability and Median Rationalizability for Aggregate Matchings Games; Vol. 12; No. 2; https://doi.org/10.3390/g12020033
Fosgerau, Mogens; Melo, Emerson et al. (2020) Discrete choice and rational inattention: a general equivalence result International Economic Review; Vol. 61; No. 4; https://resolver.caltech.edu/CaltechAUTHORS:20200603-131255737
Gillen, Benjamin J.; Montero, Sergio et al. (2019) BLP-2LASSO for aggregate discrete choice models with rich covariates Econometric Theory; Vol. 22; No. 3; https://doi.org/10.1093/ectj/utz010
Chen, Jiawei; Shum, Matthew (2019) Equilibrium Effects of Superstition in the Housing Market Japanese Economic Review; Vol. 70; No. 3; https://doi.org/10.1111/jere.12236
Huang, Guofang; Shum, Matthew et al. (2019) Is pharmaceutical detailing informative? Evidence from contraindicated drug prescriptions Quantitative Marketing and Economics; Vol. 17; No. 2; https://doi.org/10.1007/s11129-018-9206-4
Cao, Jianfei; Shi, Xiaoxia et al. (2019) On the empirical content of the Beckerian marriage model Economic Theory; Vol. 67; No. 2; https://doi.org/10.1007/s00199-018-1106-z
Crawford, Gregory S.; Shcherbakov, Oleksandr et al. (2019) Quality Overprovision in Cable Television Markets American Economic Review; Vol. 109; No. 3; https://doi.org/10.1257/aer.20151182
Melo, Emerson; Pogorelskiy, Kirill et al. (2019) Testing the Quantal Response Hypothesis International Economic Review; Vol. 60; No. 1; https://doi.org/10.1111/iere.12344
Chiong, Khai Xiang; Shum, Matthew (2019) Random Projection Estimation of Discrete-Choice Models with Large Choice Sets Management Science; Vol. 65; No. 1; https://doi.org/10.1287/mnsc.2017.2928
Moon, Hyungsik Roger; Shum, Matthew et al. (2018) Estimation of random coefficients logit demand models with interactive fixed effects Journal of Econometrics; Vol. 206; No. 2; https://doi.org/10.1016/j.jeconom.2018.06.016
Iaryczower, Matias; Shi, Xiaoxia et al. (2018) Can Words Get in the Way? The Effect of Deliberation in Collective Decision Making Journal of Political Economy; Vol. 126; No. 2; https://doi.org/10.1086/696228
Shi, Xiaoxia; Shum, Matthew et al. (2018) Estimating Semi-Parametric Panel Multinomial Choice Models Using Cyclic Monotonicity Econometrica; Vol. 86; No. 2; https://doi.org/10.3982/ECTA14115
Gillen, Benjamin J.; Plott, Charles R. et al. (2017) A Pari-Mutuel-Like Mechanism for Information Aggregation: A Field Test inside Intel Journal of Political Economy; Vol. 125; No. 4; https://doi.org/10.1086/692714
An, Yonghong; Baye, Michael R. et al. (2017) Identification and Estimation of Online Price Competition With an Unknown Number of Firms Journal of Applied Econometrics; Vol. 32; No. 1; https://doi.org/10.1002/jae.2492
Hu, Yingyao; Shum, Matthew et al. (2017) A Simple Estimator for Dynamic Models with Serially Correlated Unobservables Journal of Econometric Methods; Vol. 6; No. 1; https://doi.org/10.1515/jem-2015-0011
Allen, Jason; Chapman, James et al. (2016) Efficiency and Bargaining Power in the Interbank Loan Market International Economic Review; Vol. 57; No. 2; https://doi.org/10.1111/iere.12173
Chiong, Khai Xiang; Galichon, Alfred et al. (2016) Duality in dynamic discrete-choice models Quantitative Economics; Vol. 7; No. 1; https://doi.org/10.3982/QE436
Sudhir, K.; Priester, Joe et al. (2015) Research Opportunities in Emerging Markets: an Inter-disciplinary Perspective from Marketing, Economics, and Psychology Customer Needs and Solutions; Vol. 2; No. 4; In: 9th Invitational Choice Symposium, June 12-16, 2013, Huis ter Duin, Noordwijk, The Netherlands https://doi.org/10.1007/s40547-015-0044-1
Grether, David; Porter, David et al. (2015) Cyber-Shilling in Automobile Auctions: Evidence from a Field Experiment American Economic Journal: Microeconomics; Vol. 7; No. 3; https://doi.org/10.1257/mic.20120085
Fan, Yanqin; Sherman, Robert et al. (2015) Estimation and Inference in an Ecological Inference Model Journal of Econometric Methods; Vol. 5; No. 1; https://doi.org/10.1515/jem-2015-0006
Shi, Xiaoxia; Shum, Matthew (2015) Simple Two-Stage Inference for a Class of Partially Identified Models Econometric Theory; Vol. 31; No. 3; https://doi.org/10.1017/S0266466614000425
Ray, Debajyoti; Camerer, Colin F. et al. (2015) Loss Aversion in Post-Sale Purchases of Consumer Products and Their Substitutes American Economic Review; Vol. 105; No. 5; https://resolver.caltech.edu/CaltechAUTHORS:20160329-092526564
Corvalan, Alejandro; Melo, Emerson et al. (2015) Bounding Causal Effects in an Ecological Inference Problem: the Chilean Electoral Reform Political Science Research and Methods; https://resolver.caltech.edu/CaltechAUTHORS:20160329-112726192 (Submitted)
Fan, Yanqin; Sherman, Robert et al. (2014) Identifying Treatment Effects Under Data Combination Econometrica; Vol. 82; No. 2; https://doi.org/10.3982/ECTA10601
Shum, Matthew; Sun, Wei et al. (2014) Superstition and "lucky" apartments: Evidence from transaction-level Journal of Comparative Economics; Vol. 42; No. 1; https://doi.org/10.1016/j.jce.2013.10.001
Chen, Jiawei; Esteban, Susanna et al. (2013) When Do Secondary Markets Harm Firms? American Economic Review; Vol. 103; No. 7; https://doi.org/10.1257/aer.103.7.2911
Hu, Yingyao; Kayaba, Yutaka et al. (2013) Nonparametric learning rules from bandit experiments: The eyes have it! Games and Economic Behavior; Vol. 81; https://doi.org/10.1016/j.geb.2013.05.003
Hu, Yingyao; McAdams, David et al. (2013) Identification of first-price auctions with non-separable unobserved heterogeneity Journal of Econometrics; Vol. 174; No. 2; https://doi.org/10.1016/j.jeconom.2013.02.005
Echenique, Federico; Lee, Sangmok et al. (2013) The Revealed Preference Theory of Stable and Extremal Stable Matchings Econometrica; Vol. 81; No. 1; https://doi.org/10.3982/ECTA10011
Iaryczower, Matias; Lewis, Garrett et al. (2013) To elect or to appoint? Bias, information, and responsiveness of bureaucrats and politicians Journal of Public Economics; Vol. 97; https://doi.org/10.1016/j.jpubeco.2012.08.007
Hu, Yingyao; Shum, Matthew (2012) Nonparametric identification of dynamic models with unobserved state variables Journal of Econometrics; Vol. 171; No. 1; https://doi.org/10.1016/j.jeconom.2012.05.023
Echenique, Federico; Lee, Sangmok et al. (2011) The Money Pump as a Measure of Revealed Preference Violations Journal of Political Economy; Vol. 119; No. 6; https://doi.org/10.1086/665011
An, Yonghong; Hu, Yingyao et al. (2010) Estimating first-price auctions with an unknown number of bidders: A misclassification approach Journal of Econometrics; Vol. 157; No. 2; https://doi.org/10.1016/j.jeconom.2010.02.002
Chen, Jiawei; Esteban, Susanna et al. (2010) Do sales tax credits stimulate the automobile market? International Journal of Industrial Organization; Vol. 28; No. 4; In: 36th Annual Conference of the European-Association-for-Research-in-Industrial-Economics, September 3-5, 2009, Ljubljana, Slovenia https://doi.org/10.1016/j.ijindorg.2010.02.011
Chen, Jiawei; Shum, Matthew (2010) Estimating a tournament model of intra-firm wage differentials Journal of Econometrics; Vol. 155; No. 1; https://doi.org/10.1016/j.jeconom.2009.08.004
Hong, Han; Shum, Matthew (2010) Pairwise-Difference Estimation of a Dynamic Optimization Model Review of Economic Studies; Vol. 77; No. 1; https://doi.org/10.1111/j.1467-937X.2009.00576.x
Panetta, Fabio; Schivardi, Fabiano et al. (2009) Do Mergers Improve Information? Evidence from the Loan Market Journal of Money, Credit, and Banking; Vol. 41; No. 4; https://doi.org/10.1111/j.1538-4616.2009.00227.x
Chen, Jiawei; Esteban, Susanna et al. (2008) Demand and supply estimation biases due to omission of durability Journal of Econometrics; Vol. 147; No. 2; https://doi.org/10.1016/j.jeconom.2008.09.014
Ng, Serena; Shum, Matt (2007) Detecting information pooling : evidence from earnings forecasts after brokerage mergers B.E. Journal of Economic Analysis and Policy; Vol. 7; No. 1; https://doi.org/10.2202/1935-1682.1801
Che, Xiaohong; Hong, Han et al. (2007) Nonparametric likelihood ratio model selection tests between parametric likelihood and moment condition models Journal of Econometrics; Vol. 141; No. 1; https://resolver.caltech.edu/CaltechAUTHORS:CHEje07
Esteban, Susanna; Miyagawa, Eiichi et al. (2007) Nonlinear pricing with self-control preferences Journal of Economic Theory; Vol. 135; No. 1; https://doi.org/10.1016/j.jet.2006.04.007
Esteban, Susanna; Shum, Matthew (2007) Durable-goods oligopoly with secondary markets: the case of automobiles RAND Journal of Economics; Vol. 38; No. 2; https://doi.org/10.1111/j.1756-2171.2007.tb00071.x
Crawford, Gregory S.; Shum, Matthew (2007) Monopoly quality degradation and regulation in cable television Journal of Law and Economics; Vol. 50; No. 1; https://doi.org/10.1086/508310
Hong, Han; Shum, Matthew (2006) Using price distributions to estimate search costs RAND Journal of Economics; Vol. 37; No. 2; https://doi.org/10.1111/j.1756-2171.2006.tb00015.x
Crawford, Gregory S.; Shum, Matthew (2005) Uncertainty and learning in pharmaceutical demand Econometrica; Vol. 73; No. 4; https://resolver.caltech.edu/CaltechAUTHORS:CRAe05
Coscelli, Andrea; Shum, Matthew (2004) An empirical model of learning and patient spillovers in new drug entry Journal of Econometrics; Vol. 122; No. 2; https://doi.org/10.1016/j.jeconom.2003.09.002
Hong, Han; Shum, Matthew (2004) Rates of information aggregation in common value auctions Journal of Economic Theory; Vol. 116; No. 1; https://doi.org/10.1016/S0022-0531(03)00224-2
Shum, Matthew (2004) Does advertising overcome brand loyalty? Evidence from the breakfast-cereals market Journal of Economics and Management Strategy; Vol. 13; No. 2; https://doi.org/10.1111/j.1530-9134.2004.00010.x
Hong, Han; Preston, Bruce et al. (2003) Generalized Empirical Likelihood-Based Model Selection Criteria for Moment Condition Models Econometric Theory; Vol. 19; No. 6; https://doi.org/10.1017/S0266466603196028
Hong, Han; Preston, Bruce et al. (2003) Generalized empirical likelihood-based model selection criteria for moment condition models Econometric Theory; Vol. 19; No. 6; https://doi.org/10.1017/S0266466603196028
Hong, Han; Shum, Matthew (2003) Econometric models of asymmetric ascending auctions Journal of Econometrics; Vol. 112; No. 2; https://doi.org/10.1016/S0304-4076(02)00199-9
Hong, Han; Shum, Matthew (2002) Increasing Competition and the Winner's Curse: Evidence from Procurement Review of Economic Studies; Vol. 69; No. 4; https://doi.org/10.1111/1467-937X.00229
Iaryczower, Matias; Shum, Matthew (2002) The Value of Information in the Court: Get It Right, Keep It Tight American Economic Review; Vol. 102; No. 1; https://doi.org/10.1257/aer.102.1.202