Shum, Matthew

Combined from CaltechAUTHORS

• Xiang Chiong, Khai and Shum, Matthew, el al. (2023) Combining Choice and Response Time Data: A Drift-Diffusion Model of Mobile Advertisements; Management Science; 10.1287/mnsc.2023.4738
• Shum, Matthew and Xin, Yi (2022) Time-Varying Risk Aversion? Evidence from Near-Miss Accidents; Review of Economics and Statistics; Vol. 104; No. 6; 1317-1328; 10.1162/rest_a_01009
• Bonnet, Odran and Galichon, Alfred, el al. (2022) Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching; Review of Economic Studies; Vol. 89; No. 6; 3085-3114; 10.1093/restud/rdac006
• Zhao, Yi and Yang, Sha, el al. (2022) A Dynamic Model of Player Level-Progression Decisions in Online Gaming; Management Science; 10.1287/mnsc.2021.4255
• Hsieh, Yu-Wei and Shi, Xiaoxia, el al. (2022) Inference on estimators defined by mathematical programming; Journal of Econometrics; Vol. 226; No. 2; 248-268; 10.1016/j.jeconom.2021.06.001
• Dong, Baiyu and Hsieh, Yu-Wei, el al. (2021) Computing moment inequality models using constrained optimization; Econometrics Journal; Vol. 24; No. 3; 399-416; 10.1093/ectj/utab014
• Buchholz, Nicholas and Shum, Matthew, el al. (2021) Semiparametric estimation of dynamic discrete choice models; Journal of Econometrics; Vol. 223; No. 2; 312-327; 10.1016/j.jeconom.2020.01.024
• Fosgerau, Mogens and Melo, Emerson, el al. (2021) Some remarks on CCP-based estimators of dynamic models; Economics Letters; Vol. 204; Art. No. 109911; 10.1016/j.econlet.2021.109911
• Echenique, Federico and Lee, SangMok, el al. (2021) Stability and Median Rationalizability for Aggregate Matchings; Games; Vol. 12; No. 2; Art. No. 33; 10.3390/g12020033
• Fosgerau, Mogens and Melo, Emerson, el al. (2020) Discrete choice and rational inattention: a general equivalence result; International Economic Review; Vol. 61; No. 4; 1569-1589; 10.1111/iere.12469
• Gillen, Benjamin J. and Montero, Sergio, el al. (2019) BLP-2LASSO for aggregate discrete choice models with rich covariates; Econometric Theory; Vol. 22; No. 3; 262-281; 10.1093/ectj/utz010
• Chen, Jiawei and Shum, Matthew (2019) Equilibrium Effects of Superstition in the Housing Market; Japanese Economic Review; Vol. 70; No. 3; 341-345; 10.1111/jere.12236
• Huang, Guofang and Shum, Matthew, el al. (2019) Is pharmaceutical detailing informative? Evidence from contraindicated drug prescriptions; Quantitative Marketing and Economics; Vol. 17; No. 2; 135-160; 10.1007/s11129-018-9206-4
• Crawford, Gregory S. and Shcherbakov, Oleksandr, el al. (2019) Quality Overprovision in Cable Television Markets; American Economic Review; Vol. 109; No. 3; 956-995; 10.1257/aer.20151182
• Cao, Jianfei and Shi, Xiaoxia, el al. (2019) On the empirical content of the Beckerian marriage model; Economic Theory; Vol. 67; No. 2; 349-362; 10.1007/s00199-018-1106-z
• Melo, Emerson and Pogorelskiy, Kirill, el al. (2019) Testing the Quantal Response Hypothesis; International Economic Review; Vol. 60; No. 1; 53-74; 10.1111/iere.12344
• Chiong, Khai Xiang and Shum, Matthew (2019) Random Projection Estimation of Discrete-Choice Models with Large Choice Sets; Management Science; Vol. 65; No. 1; 256-271; 10.1287/mnsc.2017.2928
• Moon, Hyungsik Roger and Shum, Matthew, el al. (2018) Estimation of random coefficients logit demand models with interactive fixed effects; Journal of Econometrics; Vol. 206; No. 2; 613-644; 10.1016/j.jeconom.2018.06.016
• Iaryczower, Matias and Shi, Xiaoxia, el al. (2018) Can Words Get in the Way? The Effect of Deliberation in Collective Decision Making; Journal of Political Economy; Vol. 126; No. 2; 688-734; 10.1086/696228
• Shi, Xiaoxia and Shum, Matthew, el al. (2018) Estimating Semi-Parametric Panel Multinomial Choice Models Using Cyclic Monotonicity; Econometrica; Vol. 86; No. 2; 737-761; 10.3982/ECTA14115
• Gillen, Benjamin J. and Plott, Charles R., el al. (2017) A Pari-Mutuel-Like Mechanism for Information Aggregation: A Field Test inside Intel; Journal of Political Economy; Vol. 125; No. 4; 1075-1099; 10.1086/692714
• An, Yonghong and Baye, Michael R., el al. (2017) Identification and Estimation of Online Price Competition With an Unknown Number of Firms; Journal of Applied Econometrics; Vol. 32; No. 1; 80-102; 10.1002/jae.2492
• Hu, Yingyao and Shum, Matthew, el al. (2017) A Simple Estimator for Dynamic Models with Serially Correlated Unobservables; Journal of Econometric Methods; Vol. 6; No. 1; 10.1515/jem-2015-0011
• Allen, Jason and Chapman, James, el al. (2016) Efficiency and Bargaining Power in the Interbank Loan Market; International Economic Review; Vol. 57; No. 2; 691-716; 10.1111/iere.12173
• Corvalan, Alejandro and Melo, Emerson, el al. (2016) Bounding Causal Effects in an Ecological Inference Problem: the Chilean Electoral Reform; Political Science Research and Methods
• Chiong, Khai X. and Shum, Matthew (2016) Random Projection Estimation of Discrete-Choice Models With Large Choice Sets; 10.7907/9g8y6-hqs08
• Chiong, Khai Xiang and Galichon, Alfred, el al. (2016) Duality in dynamic discrete-choice models; Quantitative Economics; Vol. 7; No. 1; 83-115; 10.3982/QE436
• Sudhir, K. and Priester, Joe, el al. (2015) Research Opportunities in Emerging Markets: an Inter-disciplinary Perspective from Marketing, Economics, and Psychology; Customer Needs and Solutions; Vol. 2; No. 4; 264-276; 10.1007/s40547-015-0044-1
• Grether, David and Porter, David, el al. (2015) Cyber-Shilling in Automobile Auctions: Evidence from a Field Experiment; American Economic Journal: Microeconomics; Vol. 7; No. 3; 85-103; 10.1257/mic.20120085
• Fan, Yanqin and Sherman, Robert, el al. (2015) Estimation and Inference in an Ecological Inference Model; Journal of Econometric Methods; Vol. 5; No. 1; 17-48; 10.1515/jem-2015-0006
• Shi, Xiaoxia and Shum, Matthew (2015) Simple Two-Stage Inference for a Class of Partially Identified Models; Econometric Theory; Vol. 31; No. 3; 493-520; 10.1017/S0266466614000425
• Ray, Debajyoti and Camerer, Colin F., el al. (2015) Loss Aversion in Post-Sale Purchases of Consumer Products and Their Substitutes; American Economic Review; Vol. 105; No. 5; 376-380; 10.1257/aer.p20151037
• Hsieh, Yu-Wei and Shum, Matthew, el al. (2015) To Score or Not to Score? Estimates of a Sponsored Search Auction Model; 10.7907/gjyrs-nap73
• Chiong, Khai X. and Galichon, Alfred, el al. (2015) Duality in dynamic discrete choice models; 10.7907/4gxmb-6an66
• Shi, Xiaoxia and Shum, Matthew, el al. (2014) Estimating Multinomial Choice Models using Cyclic Monotonicity; 10.7907/njsz3-40831
• Melo, Emerson and Pogorelskiy, Kirill, el al. (2014) Testing the Quantal Response Hypothesis; 10.7907/2ajb4-d0492
• Plott, Charles R. and Gillen, Benjamin J., el al. (2014) A Parimutuel-like Mechanism from Information Aggregation: A Field Test Inside Intel; 10.7907/ws7ab-8k442
• Fan, Yanqin and Sherman, Robert, el al. (2014) Identifying Treatment Effects Under Data Combination; Econometrica; Vol. 82; No. 2; 811-822; 10.3982/ECTA10601
• Shum, Matthew and Sun, Wei, el al. (2014) Superstition and "lucky" apartments: Evidence from transaction-level; Journal of Comparative Economics; Vol. 42; No. 1; 109-117; 10.1016/j.jce.2013.10.001
• Gillen, Benjamin J. and Moon, Hyungsik Roger, el al. (2014) Demand Estimation with High-Dimensional Product Characteristics; ISBN 9781784411855; Bayesian Model Comparison; 301-323; 10.1108/S0731-905320140000034020
• Chen, Jiawei and Esteban, Susanna, el al. (2013) When Do Secondary Markets Harm Firms?; American Economic Review; Vol. 103; No. 7; 2911-2934; 10.1257/aer.103.7.2911
• Iaryczower, Matias and Shum, Matthew (2013) Money in Judicial Politics: Individual Contributions and Collective Decisions; 10.2139/ssrn.1998895
• Hu, Yingyao and Kayaba, Yutaka, el al. (2013) Nonparametric learning rules from bandit experiments: The eyes have it!; Games and Economic Behavior; Vol. 81; 215-231; 10.1016/j.geb.2013.05.003
• Hu, Yingyao and McAdams, David, el al. (2013) Identification of first-price auctions with non-separable unobserved heterogeneity; Journal of Econometrics; Vol. 174; No. 2; 186-193; 10.1016/j.jeconom.2013.02.005
• Shi, Xiaoxia and Shum, Matthew (2013) Simple Two-Stage Inference for A Class of Partially Identified Models; 10.7907/3gn2w-wxz77
• Chiong, Khai X. and Galichon, Alfred, el al. (2013) Estimating Dynamic Discrete Choice Models Via Convex Analysis; 10.7907/vgp0z-00y54
• Fan, Yanqin and Sherman, Robert, el al. (2013) Identifying Treatment Effects under Data Combination; 10.7907/dzksf-x2220
• Iaryczower, Matias and Shi, Xiaoxia, el al. (2013) Words Get in the Way: The Effect of Deliberation in Collective Decision-Making; 10.7907/95v1p-kkr41
• Echenique, Federico and Lee, Sangmok, el al. (2013) The Revealed Preference Theory of Stable and Extremal Stable Matchings; Econometrica; Vol. 81; No. 1; 153-171; 10.3982/ECTA10011
• Iaryczower, Matias and Lewis, Garrett, el al. (2013) To elect or to appoint? Bias, information, and responsiveness of bureaucrats and politicians; Journal of Public Economics; Vol. 97; 230-244; 10.1016/j.jpubeco.2012.08.007
• Echenique, Federico and Lee, Sangmok, el al. (2013) Partial Identification in Two-sided Matching Models; ISBN 9781783500529; Structural Econometric Models; 117-139; 10.1108/S0731-9053(2013)0000032004
• Hu, Yingyao and Shum, Matthew (2013) Identifying Dynamic Games with Serially Correlated Unobservables; ISBN 9781783500529; Structural Econometric Models; 97-113; 10.1108/S0731-9053(2013)0000032003
• Hu, Yingyao and Shum, Matthew (2012) Nonparametric identification of dynamic models with unobserved state variables; Journal of Econometrics; Vol. 171; No. 1; 32-44; 10.1016/j.jeconom.2012.05.023
• Allen, Jason and Chapman, James, el al. (2012) Efficiency and Bargaining Power in the Interbank Loan Market
• Allen, Jason and Chapman, James, el al. (2012) Efficiency and Bargaining Power in the Interbank Loan market
• Echenique, Federico and Lee, Sangmok, el al. (2011) The Money Pump as a Measure of Revealed Preference Violations; Journal of Political Economy; Vol. 119; No. 6; 1201-1223; 10.1086/665011
• An, Yonghong and Hu, Yingyao, el al. (2010) Estimating first-price auctions with an unknown number of bidders: A misclassification approach; Journal of Econometrics; Vol. 157; No. 2; 328-341; 10.1016/j.jeconom.2010.02.002
• Chen, Jiawei and Esteban, Susanna, el al. (2010) Do sales tax credits stimulate the automobile market?; International Journal of Industrial Organization; Vol. 28; No. 4; 397-402; 10.1016/j.ijindorg.2010.02.011
• Iaryczower, Matias and Shum, Matthew (2010) The Value of Information in the Court. Get it Right, Keep it Tight
• An, Yonghong and Baye, Michael R., el al. (2010) Horizontal Mergers of Online Firms: Structural Estimation and Competitive Effects
• Echenique, Federico and Lee, SangMok, el al. (2010) Revealed Preference Tests using Supermarket Data: the Money Pump; 10.7907/rq8c5-k8y17
• Hu, Yingyao and Kayaba, Yutaka, el al. (2010) Nonparametric Learning Rules from Bandit Experiments: The Eyes have it!; 10.7907/wm7ct-f2g27
• Hu, Yingyao and Shum, Matthew, el al. (2010) A Simple Estimator for Dynamic Models with Serially Correlated Unobservables; 10.7907/6372h-8ss62
• Iaryczower, Matias and Lewis, Garrett, el al. (2010) To Elect or to Appoint? Bias, Information, and Responsiveness of Bureaucrats and Politicians; 10.7907/nhpgb-s3b25
• Echenique, Federico and Lee, SangMok, el al. (2010) Aggregate matchings; ISBN 978-1-60558-919-0; BQGT '10 Proceedings of the Behavioral and Quantitative Game Theory: Conference on Future Directions; Art. No. 71; 10.1145/1807406.1807477
• Moon, Hyungsik Roger and Shum, Matthew, el al. (2010) Estimation of Random Coefficients Logit Demand Models with Interactive Fixed Effects; 10.7907/safgt-rvv10
• Chen, Jiawei and Shum, Matthew (2010) Estimating a tournament model of intra-firm wage differentials; Journal of Econometrics; Vol. 155; No. 1; 39-55; 10.1016/j.jeconom.2009.08.004
• Echenique, Federico and Lee, Sangmok, el al. (2010) Aggregate Matchings; 10.7907/rrg6w-3dj69
• Hong, Han and Shum, Matthew (2010) Pairwise-Difference Estimation of a Dynamic Optimization Model; Review of Economic Studies; Vol. 77; No. 1; 273-304; 10.1111/j.1467-937X.2009.00576.x
• Panetta, Fabio and Schivardi, Fabiano, el al. (2009) Do Mergers Improve Information? Evidence from the Loan Market; Journal of Money, Credit, and Banking; Vol. 41; No. 4; 673-709; 10.1111/j.1538-4616.2009.00227.x
• Chen, Jiawei and Esteban, Susanna, el al. (2008) Demand and supply estimation biases due to omission of durability; Journal of Econometrics; Vol. 147; No. 2; 247-257; 10.1016/j.jeconom.2008.09.014
• Shum, Matthew (2008) Three essays in empirical industrial organization
• Ng, Serena and 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; 60; 10.2202/1935-1682.1801
• Che, Xiaohong and Hong, Han, el al. (2007) Nonparametric likelihood ratio model selection tests between parametric likelihood and moment condition models; Journal of Econometrics; Vol. 141; No. 1; 109-140; 10.1016/j.jeconom.2007.01.010
• Esteban, Susanna and Miyagawa, Eiichi, el al. (2007) Nonlinear pricing with self-control preferences; Journal of Economic Theory; Vol. 135; No. 1; 306-338; 10.1016/j.jet.2006.04.007
• Esteban, Susanna and Shum, Matthew (2007) Durable-goods oligopoly with secondary markets: the case of automobiles; RAND Journal of Economics; Vol. 38; No. 2; 332-354; 10.1111/j.1756-2171.2007.tb00071.x
• Crawford, Gregory S. and Shum, Matthew (2007) Monopoly quality degradation and regulation in cable television; Journal of Law and Economics; Vol. 50; No. 1; 181-219; 10.1086/508310
• Hong, Han and Shum, Matthew (2006) Using price distributions to estimate search costs; RAND Journal of Economics; Vol. 37; No. 2; 257-275; 10.1111/j.1756-2171.2006.tb00015.x
• Crawford, Gregory S. and Shum, Matthew (2005) Uncertainty and learning in pharmaceutical demand; Econometrica; Vol. 73; No. 4; 1137-1173; 10.1111/j.1468-0262.2005.00612.x
• Coscelli, Andrea and Shum, Matthew (2004) An empirical model of learning and patient spillovers in new drug entry; Journal of Econometrics; Vol. 122; No. 2; 213-246; 10.1016/j.jeconom.2003.09.002
• Hong, Han and Shum, Matthew (2004) Rates of information aggregation in common value auctions; Journal of Economic Theory; Vol. 116; No. 1; 1-40; 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; 241-272; 10.1111/j.1530-9134.2004.00010.x
• Hong, Han and Preston, Bruce, el al. (2003) Generalized Empirical Likelihood-Based Model Selection Criteria for Moment Condition Models; Econometric Theory; Vol. 19; No. 6; 923-943; 10.1017/S0266466603196028
• Hong, Han and Preston, Bruce, el al. (2003) Generalized empirical likelihood-based model selection criteria for moment condition models; Econometric Theory; Vol. 19; No. 6; 923-943; 10.1017/S0266466603196028
• Hong, Han and Shum, Matthew (2003) Econometric models of asymmetric ascending auctions; Journal of Econometrics; Vol. 112; No. 2; 327-358; 10.1016/S0304-4076(02)00199-9
• Hong, Han and Shum, Matthew (2002) Increasing Competition and the Winner's Curse: Evidence from Procurement; Review of Economic Studies; Vol. 69; No. 4; 871-898; 10.1111/1467-937X.00229
• Iaryczower, Matias and Shum, Matthew (2002) The Value of Information in the Court: Get It Right, Keep It Tight; American Economic Review; Vol. 102; No. 1; 202-237; 10.1257/aer.102.1.202