@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/118161,
    title ="Time-Varying Risk Aversion? Evidence from Near-Miss Accidents",
    author = "Shum, Matthew and Xin, Yi",
    journal = "Review of Economics and Statistics",
    volume = "104",
    number = "6",
    pages = "1317-1328",
    month = "November",
    year = "2022",
    doi = "https://doi.org/10.1162/rest_a_01009",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221130-645685700.2",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114564,
    title ="Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching",
    author = "Bonnet, Odran and Galichon, Alfred and Hsieh, Yu-Wei and O'Hara, Keith and Shum, Matt",
    journal = "Review of Economic Studies",
    
    
    
    month = "February",
    year = "2022",
    doi = "https://doi.org/10.1093/restud/rdac006",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220503-730107600",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109811,
    title ="Inference on estimators defined by mathematical programming",
    author = "Hsieh, Yu-Wei and Shi, Xiaoxia and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "226",
    number = "2",
    pages = "248-268",
    month = "February",
    year = "2022",
    doi = "https://doi.org/10.1016/j.jeconom.2021.06.001",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210714-163200205",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113323,
    title ="A Dynamic Model of Player Level-Progression Decisions in Online Gaming",
    author = "Zhao, Yi and Yang, Sha and Shum, Matthew and Dutta, Shantanu",
    journal = "Management Science",
    
    
    
    month = "January",
    year = "2022",
    doi = "https://doi.org/10.1287/mnsc.2021.4255",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220207-90890000",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113502,
    title ="Computing moment inequality models using constrained optimization",
    author = "Dong, Baiyu and Hsieh, Yu-Wei and Shum, Matthew",
    journal = "Econometrics Journal",
    volume = "24",
    number = "3",
    pages = "399-416",
    month = "September",
    year = "2021",
    doi = "https://doi.org/10.1093/ectj/utab014",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220217-569318800",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109605,
    title ="Semiparametric estimation of dynamic discrete choice models",
    author = "Buchholz, Nicholas and Shum, Matthew and Xu, Haiqing",
    journal = "Journal of Econometrics",
    volume = "223",
    number = "2",
    pages = "312-327",
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.1016/j.jeconom.2020.01.024",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210626-183440558",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109721,
    title ="Some remarks on CCP-based estimators of dynamic models",
    author = "Fosgerau, Mogens and Melo, Emerson and Shum, Matthew and Sørensen, Jesper R.-V.",
    journal = "Economics Letters",
    volume = "204",
    
    pages = "Art. No. 109911",
    month = "July",
    year = "2021",
    doi = "https://doi.org/10.1016/j.econlet.2021.109911",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210702-222237727",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108948,
    title ="Stability and Median Rationalizability for Aggregate Matchings",
    author = "Echenique, Federico and Lee, SangMok and Shum, Matthew and Yenmez, M. Bumin",
    journal = "Games",
    volume = "12",
    number = "2",
    pages = "Art. No. 33",
    month = "April",
    year = "2021",
    doi = "https://doi.org/10.3390/g12020033",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210503-143303932",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/103672,
    title ="Discrete choice and rational inattention: a general equivalence result",
    author = "Fosgerau, Mogens and Melo, Emerson and de Palma, André and Shum, Matthew",
    journal = "International Economic Review",
    volume = "61",
    number = "4",
    pages = "1569-1589",
    month = "November",
    year = "2020",
    doi = "https://doi.org/10.1111/iere.12469",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200603-131255737",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/101269,
    title ="BLP-2LASSO for aggregate discrete choice models with rich covariates",
    author = "Gillen, Benjamin J. and Montero, Sergio and Moon, Hyungsik Roger and Shum, Matthew",
    journal = "Econometric Theory",
    volume = "22",
    number = "3",
    pages = "262-281",
    month = "September",
    year = "2019",
    doi = "https://doi.org/10.1093/ectj/utz010",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200213-100221782",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98007,
    title ="Equilibrium Effects of Superstition in the Housing Market",
    author = "Chen, Jiawei and Shum, Matthew",
    journal = "Japanese Economic Review",
    volume = "70",
    number = "3",
    pages = "341-345",
    month = "September",
    year = "2019",
    doi = "https://doi.org/10.1111/jere.12236",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190819-142432102",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/95883,
    title ="Is pharmaceutical detailing informative? Evidence from contraindicated drug prescriptions",
    author = "Huang, Guofang and Shum, Matthew and Tan, Wei",
    journal = "Quantitative Marketing and Economics",
    volume = "17",
    number = "2",
    pages = "135-160",
    month = "June",
    year = "2019",
    doi = "https://doi.org/10.1007/s11129-018-9206-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190529-135945099",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94966,
    title ="On the empirical content of the Beckerian marriage model",
    author = "Cao, Jianfei and Shi, Xiaoxia and Shum, Matthew",
    journal = "Economic Theory",
    volume = "67",
    number = "2",
    pages = "349-362",
    month = "March",
    year = "2019",
    doi = "https://doi.org/10.1007/s00199-018-1106-z",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190425-104305394",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/93797,
    title ="Quality Overprovision in Cable Television Markets",
    author = "Crawford, Gregory S. and Shcherbakov, Oleksandr and Shum, Matthew",
    journal = "American Economic Review",
    volume = "109",
    number = "3",
    pages = "956-995",
    month = "March",
    year = "2019",
    doi = "https://doi.org/10.1257/aer.20151182",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190314-083302045",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/88950,
    title ="Testing the Quantal Response Hypothesis",
    author = "Melo, Emerson and Pogorelskiy, Kirill and Shum, Matthew",
    journal = "International Economic Review",
    volume = "60",
    number = "1",
    pages = "53-74",
    month = "February",
    year = "2019",
    doi = "https://doi.org/10.1111/iere.12344",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180820-102356418",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/93626,
    title ="Random Projection Estimation of Discrete-Choice Models with Large Choice Sets",
    author = "Chiong, Khai Xiang and Shum, Matthew",
    journal = "Management Science",
    volume = "65",
    number = "1",
    pages = "256-271",
    month = "January",
    year = "2019",
    doi = "https://doi.org/10.1287/mnsc.2017.2928",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190307-100818948",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/87787,
    title ="Estimation of random coefficients logit demand models with interactive fixed effects",
    author = "Moon, Hyungsik Roger and Shum, Matthew and Weidner, Martin",
    journal = "Journal of Econometrics",
    volume = "206",
    number = "2",
    pages = "613-644",
    month = "October",
    year = "2018",
    doi = "https://doi.org/10.1016/j.jeconom.2018.06.016",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180711-164058630",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/85939,
    title ="Can Words Get in the Way? The Effect of Deliberation in Collective Decision Making",
    author = "Iaryczower, Matias and Shi, Xiaoxia and Shum, Matthew",
    journal = "Journal of Political Economy",
    volume = "126",
    number = "2",
    pages = "688-734",
    month = "April",
    year = "2018",
    doi = "https://doi.org/10.1086/696228",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180418-093907358",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/85934,
    title ="Estimating Semi-Parametric Panel Multinomial Choice Models Using Cyclic Monotonicity",
    author = "Shi, Xiaoxia and Shum, Matthew and Song, Wei",
    journal = "Econometrica",
    volume = "86",
    number = "2",
    pages = "737-761",
    month = "March",
    year = "2018",
    doi = "https://doi.org/10.3982/ECTA14115",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180418-092636075",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/80054,
    title ="A Pari-Mutuel-Like Mechanism for Information Aggregation: A Field Test inside Intel",
    author = "Gillen, Benjamin J. and Plott, Charles R. and Shum, Matthew",
    journal = "Journal of Political Economy",
    volume = "125",
    number = "4",
    pages = "1075-1099",
    month = "August",
    year = "2017",
    doi = "https://doi.org/10.1086/692714",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170810-073549055",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/76461,
    title ="Identification and Estimation of Online Price Competition With an Unknown Number of Firms",
    author = "An, Yonghong and Baye, Michael R. and Hu, Yingyao and Morgan, John and Shum, Matt",
    journal = "Journal of Applied Econometrics",
    volume = "32",
    number = "1",
    pages = "80-102",
    month = "February",
    year = "2017",
    doi = "https://doi.org/10.1002/jae.2492",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170410-064240157",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65738,
    title ="A Simple Estimator for Dynamic Models with Serially Correlated Unobservables",
    author = "Hu, Yingyao and Shum, Matthew and Tan, Wei and Xiao, Ruli",
    journal = "Journal of Econometric Methods",
    volume = "6",
    number = "1",
    
    month = "January",
    year = "2017",
    doi = "https://doi.org/10.1515/jem-2015-0011",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-103204775",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/67429,
    title ="Efficiency and Bargaining Power in the Interbank Loan Market",
    author = "Allen, Jason and Chapman, James and Echenique, Federico and Shum, Matthew",
    journal = "International Economic Review",
    volume = "57",
    number = "2",
    pages = "691-716",
    month = "May",
    year = "2016",
    doi = "https://doi.org/10.1111/iere.12173 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160527-090941607",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/66549,
    title ="Duality in dynamic discrete-choice models",
    author = "Chiong, Khai Xiang and Galichon, Alfred and Shum, Matt",
    journal = "Quantitative Economics",
    volume = "7",
    number = "1",
    pages = "83-115",
    month = "March",
    year = "2016",
    doi = "https://doi.org/10.3982/QE436",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160429-103911310",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65743,
    title ="Research Opportunities in Emerging Markets: an Inter-disciplinary Perspective from Marketing, Economics, and Psychology",
    author = "Sudhir, K. and Priester, Joe and Shum, Matthew and Atkinson, David and Foster, Andrew and Iyer, Ganesh and Jin, Ginger and Keniston, Daniel and Kitayama, Shinobu and Mobarak, Mushfiq and Qian, Ying and Wood, Wendy and Tewari, Ishani",
    journal = "Customer Needs and Solutions",
    volume = "2",
    number = "4",
    pages = "264-276",
    month = "December",
    year = "2015",
    doi = "https://doi.org/10.1007/s40547-015-0044-1",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-105050142",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/59826,
    title ="Cyber-Shilling in Automobile Auctions: Evidence from a Field Experiment",
    author = "Grether, David and Porter, David and Shum, Matthew",
    journal = "American Economic Journal: Microeconomics",
    volume = "7",
    number = "3",
    pages = "85-103",
    month = "August",
    year = "2015",
    doi = "https://doi.org/10.1257/mic.20120085",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150821-164309251",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65737,
    title ="Estimation and Inference in an Ecological Inference Model",
    author = "Fan, Yanqin and Sherman, Robert and Shum, Matthew",
    journal = "Journal of Econometric Methods",
    volume = "5",
    number = "1",
    pages = "17-48",
    month = "July",
    year = "2015",
    doi = "https://doi.org/10.1515/jem-2015-0006",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-102818531",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/58202,
    title ="Simple Two-Stage Inference for a Class of Partially Identified Models",
    author = "Shi, Xiaoxia and Shum, Matthew",
    journal = "Econometric Theory",
    volume = "31",
    number = "3",
    pages = "493-520",
    month = "June",
    year = "2015",
    doi = "https://doi.org/10.1017/S0266466614000425 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150611-142135084",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65729,
    title ="Loss Aversion in Post-Sale Purchases of Consumer Products and Their Substitutes",
    author = "Ray, Debajyoti and Camerer, Colin F. and Shum, Matthew",
    journal = "American Economic Review",
    volume = "105",
    number = "5",
    pages = "376-380",
    month = "May",
    year = "2015",
    doi = "https://doi.org/10.1257/aer.p20151037",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-092526564",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65747,
    title ="Bounding Causal Effects in an Ecological Inference Problem: the Chilean Electoral Reform",
    author = "Corvalan, Alejandro and Melo, Emerson and Sherman, Robert and Shum, Matthew",
    journal = "Political Science Research and Methods",
    
    
    
    month = "March",
    year = "2015",
    
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-112726192",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/45599,
    title ="Identifying Treatment Effects Under Data Combination",
    author = "Fan, Yanqin and Sherman, Robert and Shum, Matthew",
    journal = "Econometrica",
    volume = "82",
    number = "2",
    pages = "811-822",
    month = "March",
    year = "2014",
    doi = "https://doi.org/10.3982/ECTA10601 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140508-094952115",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/45470,
    title ="Superstition and \"lucky\" apartments: Evidence from transaction-level",
    author = "Shum, Matthew and Sun, Wei and Ye, Guangliang",
    journal = "Journal of Comparative Economics",
    volume = "42",
    number = "1",
    pages = "109-117",
    month = "February",
    year = "2014",
    doi = "https://doi.org/10.1016/j.jce.2013.10.001",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140502-153821224",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/43281,
    title ="When Do Secondary Markets Harm Firms?",
    author = "Chen, Jiawei and Esteban, Susanna and Shum, Matthew",
    journal = "American Economic Review",
    volume = "103",
    number = "7",
    pages = "2911-2934",
    month = "December",
    year = "2013",
    doi = "https://doi.org/10.1257/aer.103.7.2911",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140109-082728674",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/41966,
    title ="Nonparametric learning rules from bandit experiments: The eyes have it!",
    author = "Hu, Yingyao and Kayaba, Yutaka and Shum, Matthew",
    journal = "Games and Economic Behavior",
    volume = "81",
    
    pages = "215-231",
    month = "September",
    year = "2013",
    doi = "https://doi.org/10.1016/j.geb.2013.05.003   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20131017-093750421",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/38719,
    title ="Identification of first-price auctions with non-separable unobserved heterogeneity",
    author = "Hu, Yingyao and McAdams, David and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "174",
    number = "2",
    pages = "186-193",
    month = "June",
    year = "2013",
    doi = "https://doi.org/10.1016/j.jeconom.2013.02.005",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130531-084139316",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/37098,
    title ="The Revealed Preference Theory of Stable and Extremal Stable Matchings",
    author = "Echenique, Federico and Lee, Sangmok and Shum, Matthew and Yenmez, M. Bumin",
    journal = "Econometrica",
    volume = "81",
    number = "1",
    pages = "153-171",
    month = "January",
    year = "2013",
    doi = "https://doi.org/10.3982/ECTA10011   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130225-081304317",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/37694,
    title ="To elect or to appoint? Bias, information, and responsiveness of bureaucrats and politicians",
    author = "Iaryczower, Matias and Lewis, Garrett and Shum, Matthew",
    journal = "Journal of Public Economics",
    volume = "97",
    
    pages = "230-244",
    month = "January",
    year = "2013",
    doi = "https://doi.org/10.1016/j.jpubeco.2012.08.007",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130401-090410491",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/35634,
    title ="Nonparametric identification of dynamic models with unobserved state variables",
    author = "Hu, Yingyao and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "171",
    number = "1",
    pages = "32-44",
    month = "November",
    year = "2012",
    doi = "https://doi.org/10.1016/j.jeconom.2012.05.023",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20121126-103400456",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65458,
    title ="The Money Pump as a Measure of Revealed Preference Violations",
    author = "Echenique, Federico and Lee, Sangmok and Shum, Matthew",
    journal = "Journal of Political Economy",
    volume = "119",
    number = "6",
    pages = "1201-1223",
    month = "December",
    year = "2011",
    doi = "https://doi.org/10.1086/665011",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160317-145446059",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/19332,
    title ="Estimating first-price auctions with an unknown number of bidders: A misclassification approach",
    author = "An, Yonghong and Hu, Yingyao and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "157",
    number = "2",
    pages = "328-341",
    month = "August",
    year = "2010",
    doi = "https://doi.org/10.1016/j.jeconom.2010.02.002 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100809-085416741",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/19278,
    title ="Do sales tax credits stimulate the automobile market?",
    author = "Chen, Jiawei and Esteban, Susanna and Shum, Matthew",
    journal = "International Journal of Industrial Organization",
    volume = "28",
    number = "4",
    pages = "397-402",
    month = "July",
    year = "2010",
    doi = "https://doi.org/10.1016/j.ijindorg.2010.02.011",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100804-141614299",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/17837,
    title ="Estimating a tournament model of intra-firm wage differentials",
    author = "Chen, Jiawei and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "155",
    number = "1",
    pages = "39-55",
    month = "March",
    year = "2010",
    doi = "https://doi.org/10.1016/j.jeconom.2009.08.004",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100401-103818517",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/18313,
    title ="Pairwise-Difference Estimation of a Dynamic Optimization Model",
    author = "Hong, Han and Shum, Matthew",
    journal = "Review of Economic Studies",
    volume = "77",
    number = "1",
    pages = "273-304",
    month = "January",
    year = "2010",
    doi = "https://doi.org/10.1111/j.1467-937X.2009.00576.x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100514-145451390",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65727,
    title ="Do Mergers Improve Information? Evidence from the Loan Market",
    author = "Panetta, Fabio and Schivardi, Fabiano and Shum, Matthew",
    journal = "Journal of Money, Credit, and Banking",
    volume = "41",
    number = "4",
    pages = "673-709",
    month = "June",
    year = "2009",
    doi = "https://doi.org/10.1111/j.1538-4616.2009.00227.x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-091623167",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/13428,
    title ="Demand and supply estimation biases due to omission of durability",
    author = "Chen, Jiawei and Esteban, Susanna and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "147",
    number = "2",
    pages = "247-257",
    month = "December",
    year = "2008",
    doi = "https://doi.org/10.1016/j.jeconom.2008.09.014",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:CHEje08",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/13754,
    title ="Detecting information pooling : evidence from earnings forecasts after brokerage mergers",
    author = "Ng, Serena and Shum, Matt",
    journal = "B.E. Journal of Economic Analysis and Policy",
    volume = "7",
    number = "1",
    pages = "60",
    month = "November",
    year = "2007",
    doi = "https://doi.org/10.2202/1935-1682.1801",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:NGSbejeap07",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12059,
    title ="Nonparametric likelihood ratio model selection tests between parametric likelihood and moment condition models",
    author = "Che, Xiaohong and Hong, Han and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "141",
    number = "1",
    pages = "109-140",
    month = "November",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:CHEje07",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12160,
    title ="Nonlinear pricing with self-control preferences",
    author = "Esteban, Susanna and Miyagawa, Eiichi and Shum, Matthew",
    journal = "Journal of Economic Theory",
    volume = "135",
    number = "1",
    pages = "306-338",
    month = "July",
    year = "2007",
    doi = "https://doi.org/10.1016/j.jet.2006.04.007",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ESTjet07",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12056,
    title ="Durable-goods oligopoly with secondary markets: the case of automobiles",
    author = "Esteban, Susanna and Shum, Matthew",
    journal = "RAND Journal of Economics",
    volume = "38",
    number = "2",
    pages = "332-354",
    month = "June",
    year = "2007",
    doi = "https://doi.org/10.1111/j.1756-2171.2007.tb00071.x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ESTrje07",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12162,
    title ="Monopoly quality degradation and regulation in cable television",
    author = "Crawford, Gregory S. and Shum, Matthew",
    journal = "Journal of Law and Economics",
    volume = "50",
    number = "1",
    pages = "181-219",
    month = "February",
    year = "2007",
    doi = "https://doi.org/10.1086/508310",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:CRAjle07",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12200,
    title ="Using price distributions to estimate search costs",
    author = "Hong, Han and Shum, Matthew",
    journal = "RAND Journal of Economics",
    volume = "37",
    number = "2",
    pages = "257-275",
    month = "June",
    year = "2006",
    doi = "https://doi.org/10.1111/j.1756-2171.2006.tb00015.x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:HONrje06",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12237,
    title ="Uncertainty and learning in pharmaceutical demand",
    author = "Crawford, Gregory S. and Shum, Matthew",
    journal = "Econometrica",
    volume = "73",
    number = "4",
    pages = "1137-1173",
    month = "July",
    year = "2005",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:CRAe05",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12240,
    title ="An empirical model of learning and patient spillovers in new drug entry",
    author = "Coscelli, Andrea and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "122",
    number = "2",
    pages = "213-246",
    month = "October",
    year = "2004",
    doi = "https://doi.org/10.1016/j.jeconom.2003.09.002",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:COSje04",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12304,
    title ="Rates of information aggregation in common value auctions",
    author = "Hong, Han and Shum, Matthew",
    journal = "Journal of Economic Theory",
    volume = "116",
    number = "1",
    pages = "1-40",
    month = "May",
    year = "2004",
    doi = "https://doi.org/10.1016/S0022-0531(03)00224-2",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:HONjet04",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12303,
    title ="Does advertising overcome brand loyalty? Evidence from the breakfast-cereals market",
    author = "Shum, Matthew",
    journal = "Journal of Economics and Management Strategy",
    volume = "13",
    number = "2",
    pages = "241-272",
    month = "January",
    year = "2004",
    doi = "https://doi.org/10.1111/j.1530-9134.2004.00010.x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:SHUjems04",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/27255,
    title ="Generalized Empirical Likelihood-Based Model Selection Criteria for Moment Condition Models",
    author = "Hong, Han and Preston, Bruce and Shum, Matthew",
    journal = "Econometric Theory",
    volume = "19",
    number = "6",
    pages = "923-943",
    month = "December",
    year = "2003",
    doi = "https://doi.org/10.1017/S0266466603196028   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111017-113050114",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12309,
    title ="Generalized empirical likelihood-based model selection criteria for moment condition models",
    author = "Hong, Han and Preston, Bruce and Shum, Matthew",
    journal = "Econometric Theory",
    volume = "19",
    number = "6",
    pages = "923-943",
    month = "December",
    year = "2003",
    doi = "https://doi.org/10.1017/S0266466603196028",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:HONet03",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/27237,
    title ="Econometric models of asymmetric ascending auctions",
    author = "Hong, Han and Shum, Matthew",
    journal = "Journal of Econometrics",
    volume = "112",
    number = "2",
    pages = "327-358",
    month = "February",
    year = "2003",
    doi = "https://doi.org/10.1016/S0304-4076(02)00199-9",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111014-142306971",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/27195,
    title ="Increasing Competition and the Winner's Curse: Evidence from Procurement\r\n",
    author = "Hong, Han and Shum, Matthew",
    journal = "Review of Economic Studies",
    volume = "69",
    number = "4",
    pages = "871-898",
    month = "October",
    year = "2002",
    doi = "https://doi.org/10.1111/1467-937X.00229   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-131104928",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65728,
    title ="The Value of Information in the Court: Get It Right, Keep It Tight",
    author = "Iaryczower, Matias and Shum, Matthew",
    journal = "American Economic Review",
    volume = "102",
    number = "1",
    pages = "202-237",
    month = "February",
    year = "2002",
    doi = "https://doi.org/10.1257/aer.102.1.202",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160329-092158395",
}