<h1>Shum, Matthew</h1>
<h2>Combined from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2>
<ul>
<li>Xiang Chiong, Khai and Shum, Matthew, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230615-812969000.32">Combining Choice and Response Time Data: A Drift-Diffusion Model of Mobile Advertisements</a>; Management Science; <a href="https://doi.org/10.1287/mnsc.2023.4738">10.1287/mnsc.2023.4738</a></li>
<li>Shum, Matthew and Xin, Yi (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20221130-645685700.2">Time-Varying Risk Aversion? Evidence from Near-Miss Accidents</a>; Review of Economics and Statistics; Vol. 104; No. 6; 1317-1328; <a href="https://doi.org/10.1162/rest_a_01009">10.1162/rest_a_01009</a></li>
<li>Bonnet, Odran and Galichon, Alfred, el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220503-730107600">Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching</a>; Review of Economic Studies; Vol. 89; No. 6; 3085-3114; <a href="https://doi.org/10.1093/restud/rdac006">10.1093/restud/rdac006</a></li>
<li>Zhao, Yi and Yang, Sha, el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220207-90890000">A Dynamic Model of Player Level-Progression Decisions in Online Gaming</a>; Management Science; <a href="https://doi.org/10.1287/mnsc.2021.4255">10.1287/mnsc.2021.4255</a></li>
<li>Hsieh, Yu-Wei and Shi, Xiaoxia, el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210714-163200205">Inference on estimators defined by mathematical programming</a>; Journal of Econometrics; Vol. 226; No. 2; 248-268; <a href="https://doi.org/10.1016/j.jeconom.2021.06.001">10.1016/j.jeconom.2021.06.001</a></li>
<li>Dong, Baiyu and Hsieh, Yu-Wei, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220217-569318800">Computing moment inequality models using constrained optimization</a>; Econometrics Journal; Vol. 24; No. 3; 399-416; <a href="https://doi.org/10.1093/ectj/utab014">10.1093/ectj/utab014</a></li>
<li>Buchholz, Nicholas and Shum, Matthew, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210626-183440558">Semiparametric estimation of dynamic discrete choice models</a>; Journal of Econometrics; Vol. 223; No. 2; 312-327; <a href="https://doi.org/10.1016/j.jeconom.2020.01.024">10.1016/j.jeconom.2020.01.024</a></li>
<li>Fosgerau, Mogens and Melo, Emerson, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210702-222237727">Some remarks on CCP-based estimators of dynamic models</a>; Economics Letters; Vol. 204; Art. No. 109911; <a href="https://doi.org/10.1016/j.econlet.2021.109911">10.1016/j.econlet.2021.109911</a></li>
<li>Echenique, Federico and Lee, SangMok, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210503-143303932">Stability and Median Rationalizability for Aggregate Matchings</a>; Games; Vol. 12; No. 2; Art. No. 33; <a href="https://doi.org/10.3390/g12020033">10.3390/g12020033</a></li>
<li>Fosgerau, Mogens and Melo, Emerson, el al. (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200603-131255737">Discrete choice and rational inattention: a general equivalence result</a>; International Economic Review; Vol. 61; No. 4; 1569-1589; <a href="https://doi.org/10.1111/iere.12469">10.1111/iere.12469</a></li>
<li>Gillen, Benjamin J. and Montero, Sergio, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200213-100221782">BLP-2LASSO for aggregate discrete choice models with rich covariates</a>; Econometric Theory; Vol. 22; No. 3; 262-281; <a href="https://doi.org/10.1093/ectj/utz010">10.1093/ectj/utz010</a></li>
<li>Chen, Jiawei and Shum, Matthew (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190819-142432102">Equilibrium Effects of Superstition in the Housing Market</a>; Japanese Economic Review; Vol. 70; No. 3; 341-345; <a href="https://doi.org/10.1111/jere.12236">10.1111/jere.12236</a></li>
<li>Huang, Guofang and Shum, Matthew, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190529-135945099">Is pharmaceutical detailing informative? Evidence from contraindicated drug prescriptions</a>; Quantitative Marketing and Economics; Vol. 17; No. 2; 135-160; <a href="https://doi.org/10.1007/s11129-018-9206-4">10.1007/s11129-018-9206-4</a></li>
<li>Cao, Jianfei and Shi, Xiaoxia, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190425-104305394">On the empirical content of the Beckerian marriage model</a>; Economic Theory; Vol. 67; No. 2; 349-362; <a href="https://doi.org/10.1007/s00199-018-1106-z">10.1007/s00199-018-1106-z</a></li>
<li>Crawford, Gregory S. and Shcherbakov, Oleksandr, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190314-083302045">Quality Overprovision in Cable Television Markets</a>; American Economic Review; Vol. 109; No. 3; 956-995; <a href="https://doi.org/10.1257/aer.20151182">10.1257/aer.20151182</a></li>
<li>Melo, Emerson and Pogorelskiy, Kirill, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180820-102356418">Testing the Quantal Response Hypothesis</a>; International Economic Review; Vol. 60; No. 1; 53-74; <a href="https://doi.org/10.1111/iere.12344">10.1111/iere.12344</a></li>
<li>Chiong, Khai Xiang and Shum, Matthew (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190307-100818948">Random Projection Estimation of Discrete-Choice Models with Large Choice Sets</a>; Management Science; Vol. 65; No. 1; 256-271; <a href="https://doi.org/10.1287/mnsc.2017.2928">10.1287/mnsc.2017.2928</a></li>
<li>Moon, Hyungsik Roger and Shum, Matthew, el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180711-164058630">Estimation of random coefficients logit demand models with interactive fixed effects</a>; Journal of Econometrics; Vol. 206; No. 2; 613-644; <a href="https://doi.org/10.1016/j.jeconom.2018.06.016">10.1016/j.jeconom.2018.06.016</a></li>
<li>Iaryczower, Matias and Shi, Xiaoxia, el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180418-093907358">Can Words Get in the Way? The Effect of Deliberation in Collective Decision Making</a>; Journal of Political Economy; Vol. 126; No. 2; 688-734; <a href="https://doi.org/10.1086/696228">10.1086/696228</a></li>
<li>Shi, Xiaoxia and Shum, Matthew, el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180418-092636075">Estimating Semi-Parametric Panel Multinomial Choice Models Using Cyclic Monotonicity</a>; Econometrica; Vol. 86; No. 2; 737-761; <a href="https://doi.org/10.3982/ECTA14115">10.3982/ECTA14115</a></li>
<li>Gillen, Benjamin J. and Plott, Charles R., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170810-073549055">A Pari-Mutuel-Like Mechanism for Information Aggregation: A Field Test inside Intel</a>; Journal of Political Economy; Vol. 125; No. 4; 1075-1099; <a href="https://doi.org/10.1086/692714">10.1086/692714</a></li>
<li>An, Yonghong and Baye, Michael R., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170410-064240157">Identification and Estimation of Online Price Competition With an Unknown Number of Firms</a>; Journal of Applied Econometrics; Vol. 32; No. 1; 80-102; <a href="https://doi.org/10.1002/jae.2492">10.1002/jae.2492</a></li>
<li>Hu, Yingyao and Shum, Matthew, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-103204775">A Simple Estimator for Dynamic Models with Serially Correlated Unobservables</a>; Journal of Econometric Methods; Vol. 6; No. 1; <a href="https://doi.org/10.1515/jem-2015-0011">10.1515/jem-2015-0011</a></li>
<li>Allen, Jason and Chapman, James, el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160527-090941607">Efficiency and Bargaining Power in the Interbank Loan Market</a>; International Economic Review; Vol. 57; No. 2; 691-716; <a href="https://doi.org/10.1111/iere.12173">10.1111/iere.12173</a></li>
<li>Chiong, Khai X. and Shum, Matthew (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-095921634">Random Projection Estimation of Discrete-Choice Models With Large Choice Sets</a>; <a href="https://doi.org/10.7907/9g8y6-hqs08">10.7907/9g8y6-hqs08</a></li>
<li>Corvalan, Alejandro and Melo, Emerson, el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-112726192">Bounding Causal Effects in an Ecological Inference Problem: the Chilean Electoral Reform</a>; Political Science Research and Methods</li>
<li>Chiong, Khai Xiang and Galichon, Alfred, el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160429-103911310">Duality in dynamic discrete-choice models</a>; Quantitative Economics; Vol. 7; No. 1; 83-115; <a href="https://doi.org/10.3982/QE436">10.3982/QE436</a></li>
<li>Sudhir, K. and Priester, Joe, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-105050142">Research Opportunities in Emerging Markets: an Inter-disciplinary Perspective from Marketing, Economics, and Psychology</a>; Customer Needs and Solutions; Vol. 2; No. 4; 264-276; <a href="https://doi.org/10.1007/s40547-015-0044-1">10.1007/s40547-015-0044-1</a></li>
<li>Grether, David and Porter, David, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150821-164309251">Cyber-Shilling in Automobile Auctions: Evidence from a Field Experiment</a>; American Economic Journal: Microeconomics; Vol. 7; No. 3; 85-103; <a href="https://doi.org/10.1257/mic.20120085">10.1257/mic.20120085</a></li>
<li>Fan, Yanqin and Sherman, Robert, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-102818531">Estimation and Inference in an Ecological Inference Model</a>; Journal of Econometric Methods; Vol. 5; No. 1; 17-48; <a href="https://doi.org/10.1515/jem-2015-0006">10.1515/jem-2015-0006</a></li>
<li>Shi, Xiaoxia and Shum, Matthew (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150611-142135084">Simple Two-Stage Inference for a Class of Partially Identified Models</a>; Econometric Theory; Vol. 31; No. 3; 493-520; <a href="https://doi.org/10.1017/S0266466614000425">10.1017/S0266466614000425</a></li>
<li>Ray, Debajyoti and Camerer, Colin F., el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-092526564">Loss Aversion in Post-Sale Purchases of Consumer Products and Their Substitutes</a>; American Economic Review; Vol. 105; No. 5; 376-380; <a href="https://doi.org/10.1257/aer.p20151037">10.1257/aer.p20151037</a></li>
<li>Hsieh, Yu-Wei and Shum, Matthew, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-095057403">To Score or Not to Score? Estimates of a Sponsored Search Auction Model</a>; <a href="https://doi.org/10.7907/gjyrs-nap73">10.7907/gjyrs-nap73</a></li>
<li>Chiong, Khai X. and Galichon, Alfred, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-093057029">Duality in dynamic discrete choice models</a>; <a href="https://doi.org/10.7907/4gxmb-6an66">10.7907/4gxmb-6an66</a></li>
<li>Shi, Xiaoxia and Shum, Matthew, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-095352718">Estimating Multinomial Choice Models using Cyclic Monotonicity</a>; <a href="https://doi.org/10.7907/njsz3-40831">10.7907/njsz3-40831</a></li>
<li>Melo, Emerson and Pogorelskiy, Kirill, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-095654596">Testing the Quantal Response Hypothesis</a>; <a href="https://doi.org/10.7907/2ajb4-d0492">10.7907/2ajb4-d0492</a></li>
<li>Plott, Charles R. and Gillen, Benjamin J., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140403-161916829">A Parimutuel-like Mechanism from Information Aggregation: A Field Test Inside Intel</a>; <a href="https://doi.org/10.7907/ws7ab-8k442">10.7907/ws7ab-8k442</a></li>
<li>Fan, Yanqin and Sherman, Robert, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140508-094952115">Identifying Treatment Effects Under Data Combination</a>; Econometrica; Vol. 82; No. 2; 811-822; <a href="https://doi.org/10.3982/ECTA10601">10.3982/ECTA10601</a></li>
<li>Shum, Matthew and Sun, Wei, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140502-153821224">Superstition and &quot;lucky&quot; apartments: Evidence from transaction-level</a>; Journal of Comparative Economics; Vol. 42; No. 1; 109-117; <a href="https://doi.org/10.1016/j.jce.2013.10.001">10.1016/j.jce.2013.10.001</a></li>
<li>Gillen, Benjamin J. and Moon, Hyungsik Roger, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-104400446">Demand Estimation with High-Dimensional Product Characteristics</a>; ISBN 9781784411855; Bayesian Model Comparison; 301-323; <a href="https://doi.org/10.1108/S0731-905320140000034020">10.1108/S0731-905320140000034020</a></li>
<li>Chen, Jiawei and Esteban, Susanna, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140109-082728674">When Do Secondary Markets Harm Firms?</a>; American Economic Review; Vol. 103; No. 7; 2911-2934; <a href="https://doi.org/10.1257/aer.103.7.2911">10.1257/aer.103.7.2911</a></li>
<li>Iaryczower, Matias and Shum, Matthew (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-105602711">Money in Judicial Politics: Individual Contributions and Collective Decisions</a>; <a href="https://doi.org/10.2139/ssrn.1998895">10.2139/ssrn.1998895</a></li>
<li>Hu, Yingyao and Kayaba, Yutaka, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20131017-093750421">Nonparametric learning rules from bandit experiments: The eyes have it!</a>; Games and Economic Behavior; Vol. 81; 215-231; <a href="https://doi.org/10.1016/j.geb.2013.05.003">10.1016/j.geb.2013.05.003</a></li>
<li>Hu, Yingyao and McAdams, David, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130531-084139316">Identification of first-price auctions with non-separable unobserved heterogeneity</a>; Journal of Econometrics; Vol. 174; No. 2; 186-193; <a href="https://doi.org/10.1016/j.jeconom.2013.02.005">10.1016/j.jeconom.2013.02.005</a></li>
<li>Shi, Xiaoxia and Shum, Matthew (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160330-152952577">Simple Two-Stage Inference for A Class of Partially Identified Models</a>; <a href="https://doi.org/10.7907/3gn2w-wxz77">10.7907/3gn2w-wxz77</a></li>
<li>Chiong, Khai X. and Galichon, Alfred, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170727-090045366">Estimating Dynamic Discrete Choice Models Via Convex Analysis</a>; <a href="https://doi.org/10.7907/vgp0z-00y54">10.7907/vgp0z-00y54</a></li>
<li>Fan, Yanqin and Sherman, Robert, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170726-154328187">Identifying Treatment Effects under Data Combination</a>; <a href="https://doi.org/10.7907/dzksf-x2220">10.7907/dzksf-x2220</a></li>
<li>Iaryczower, Matias and Shi, Xiaoxia, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170726-161227615">Words Get in the Way: The Effect of Deliberation in Collective Decision-Making</a>; <a href="https://doi.org/10.7907/95v1p-kkr41">10.7907/95v1p-kkr41</a></li>
<li>Iaryczower, Matias and Lewis, Garrett, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130401-090410491">To elect or to appoint? Bias, information, and responsiveness of bureaucrats and politicians</a>; Journal of Public Economics; Vol. 97; 230-244; <a href="https://doi.org/10.1016/j.jpubeco.2012.08.007">10.1016/j.jpubeco.2012.08.007</a></li>
<li>Echenique, Federico and Lee, Sangmok, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130225-081304317">The Revealed Preference Theory of Stable and Extremal Stable Matchings</a>; Econometrica; Vol. 81; No. 1; 153-171; <a href="https://doi.org/10.3982/ECTA10011">10.3982/ECTA10011</a></li>
<li>Hu, Yingyao and Shum, Matthew (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-104135709">Identifying Dynamic Games with Serially Correlated Unobservables</a>; ISBN 9781783500529; Structural Econometric Models; 97-113; <a href="https://doi.org/10.1108/S0731-9053(2013)0000032003">10.1108/S0731-9053(2013)0000032003</a></li>
<li>Echenique, Federico and Lee, Sangmok, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160330-121540651">Partial Identification in Two-sided Matching Models</a>; ISBN 9781783500529; Structural Econometric Models; 117-139; <a href="https://doi.org/10.1108/S0731-9053(2013)0000032004">10.1108/S0731-9053(2013)0000032004</a></li>
<li>Hu, Yingyao and Shum, Matthew (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121126-103400456">Nonparametric identification of dynamic models with unobserved state variables</a>; Journal of Econometrics; Vol. 171; No. 1; 32-44; <a href="https://doi.org/10.1016/j.jeconom.2012.05.023">10.1016/j.jeconom.2012.05.023</a></li>
<li>Allen, Jason and Chapman, James, el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-102445567">Efficiency and Bargaining Power in the Interbank Loan Market</a></li>
<li>Allen, Jason and Chapman, James, el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160321-133724625">Efficiency and Bargaining Power in the Interbank Loan market</a></li>
<li>Echenique, Federico and Lee, Sangmok, el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160317-145446059">The Money Pump as a Measure of Revealed Preference Violations</a>; Journal of Political Economy; Vol. 119; No. 6; 1201-1223; <a href="https://doi.org/10.1086/665011">10.1086/665011</a></li>
<li>An, Yonghong and Hu, Yingyao, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100809-085416741">Estimating first-price auctions with an unknown number of bidders: A misclassification approach</a>; Journal of Econometrics; Vol. 157; No. 2; 328-341; <a href="https://doi.org/10.1016/j.jeconom.2010.02.002">10.1016/j.jeconom.2010.02.002</a></li>
<li>Chen, Jiawei and Esteban, Susanna, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100804-141614299">Do sales tax credits stimulate the automobile market?</a>; International Journal of Industrial Organization; Vol. 28; No. 4; 397-402; <a href="https://doi.org/10.1016/j.ijindorg.2010.02.011">10.1016/j.ijindorg.2010.02.011</a></li>
<li>An, Yonghong and Baye, Michael R., el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-103515641">Horizontal Mergers of Online Firms: Structural Estimation and Competitive Effects</a></li>
<li>Iaryczower, Matias and Shum, Matthew (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160331-160352489">The Value of Information in the Court. Get it Right, Keep it Tight</a></li>
<li>Hu, Yingyao and Kayaba, Yutaka, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170726-145343662">Nonparametric Learning Rules from Bandit Experiments: The Eyes have it!</a>; <a href="https://doi.org/10.7907/wm7ct-f2g27">10.7907/wm7ct-f2g27</a></li>
<li>Echenique, Federico and Lee, SangMok, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100927-114449846">Revealed Preference Tests using Supermarket Data: the Money Pump</a>; <a href="https://doi.org/10.7907/rq8c5-k8y17">10.7907/rq8c5-k8y17</a></li>
<li>Hu, Yingyao and Shum, Matthew, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160330-124651115">A Simple Estimator for Dynamic Models with Serially Correlated Unobservables</a>; <a href="https://doi.org/10.7907/6372h-8ss62">10.7907/6372h-8ss62</a></li>
<li>Echenique, Federico and Lee, SangMok, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20161018-153505782">Aggregate matchings</a>; ISBN 978-1-60558-919-0; BQGT '10 Proceedings of the Behavioral and Quantitative Game Theory: Conference on Future Directions; Art. No. 71; <a href="https://doi.org/10.1145/1807406.1807477">10.1145/1807406.1807477</a></li>
<li>Moon, Hyungsik Roger and Shum, Matthew, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170726-151203719">Estimation of Random Coefficients Logit Demand Models with Interactive Fixed Effects</a>; <a href="https://doi.org/10.7907/safgt-rvv10">10.7907/safgt-rvv10</a></li>
<li>Iaryczower, Matias and Lewis, Garrett, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170726-153100245">To Elect or to Appoint? Bias, Information, and Responsiveness of Bureaucrats and Politicians</a>; <a href="https://doi.org/10.7907/nhpgb-s3b25">10.7907/nhpgb-s3b25</a></li>
<li>Chen, Jiawei and Shum, Matthew (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100401-103818517">Estimating a tournament model of intra-firm wage differentials</a>; Journal of Econometrics; Vol. 155; No. 1; 39-55; <a href="https://doi.org/10.1016/j.jeconom.2009.08.004">10.1016/j.jeconom.2009.08.004</a></li>
<li>Echenique, Federico and Lee, Sangmok, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20101008-101034676">Aggregate Matchings</a>; <a href="https://doi.org/10.7907/rrg6w-3dj69">10.7907/rrg6w-3dj69</a></li>
<li>Hong, Han and Shum, Matthew (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100514-145451390">Pairwise-Difference Estimation of a Dynamic Optimization Model</a>; Review of Economic Studies; Vol. 77; No. 1; 273-304; <a href="https://doi.org/10.1111/j.1467-937X.2009.00576.x">10.1111/j.1467-937X.2009.00576.x</a></li>
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<li>Shum, Matthew (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:MSphd98">Three essays in empirical industrial organization</a></li>
<li>Ng, Serena and Shum, Matt (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:NGSbejeap07">Detecting information pooling : evidence from earnings forecasts after brokerage mergers</a>; B.E. Journal of Economic Analysis and Policy; Vol. 7; No. 1; 60; <a href="https://doi.org/10.2202/1935-1682.1801">10.2202/1935-1682.1801</a></li>
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<li>Esteban, Susanna and Shum, Matthew (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:ESTrje07">Durable-goods oligopoly with secondary markets: the case of automobiles</a>; RAND Journal of Economics; Vol. 38; No. 2; 332-354; <a href="https://doi.org/10.1111/j.1756-2171.2007.tb00071.x">10.1111/j.1756-2171.2007.tb00071.x</a></li>
<li>Crawford, Gregory S. and Shum, Matthew (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:CRAjle07">Monopoly quality degradation and regulation in cable television</a>; Journal of Law and Economics; Vol. 50; No. 1; 181-219; <a href="https://doi.org/10.1086/508310">10.1086/508310</a></li>
<li>Hong, Han and Shum, Matthew (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:HONrje06">Using price distributions to estimate search costs</a>; RAND Journal of Economics; Vol. 37; No. 2; 257-275; <a href="https://doi.org/10.1111/j.1756-2171.2006.tb00015.x">10.1111/j.1756-2171.2006.tb00015.x</a></li>
<li>Crawford, Gregory S. and Shum, Matthew (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:CRAe05">Uncertainty and learning in pharmaceutical demand</a>; Econometrica; Vol. 73; No. 4; 1137-1173; <a href="https://doi.org/10.1111/j.1468-0262.2005.00612.x">10.1111/j.1468-0262.2005.00612.x</a></li>
<li>Coscelli, Andrea and Shum, Matthew (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:COSje04">An empirical model of learning and patient spillovers in new drug entry</a>; Journal of Econometrics; Vol. 122; No. 2; 213-246; <a href="https://doi.org/10.1016/j.jeconom.2003.09.002">10.1016/j.jeconom.2003.09.002</a></li>
<li>Hong, Han and Shum, Matthew (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:HONjet04">Rates of information aggregation in common value auctions</a>; Journal of Economic Theory; Vol. 116; No. 1; 1-40; <a href="https://doi.org/10.1016/S0022-0531(03)00224-2">10.1016/S0022-0531(03)00224-2</a></li>
<li>Shum, Matthew (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:SHUjems04">Does advertising overcome brand loyalty? Evidence from the breakfast-cereals market</a>; Journal of Economics and Management Strategy; Vol. 13; No. 2; 241-272; <a href="https://doi.org/10.1111/j.1530-9134.2004.00010.x">10.1111/j.1530-9134.2004.00010.x</a></li>
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<li>Hong, Han and Shum, Matthew (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20111012-131104928">Increasing Competition and the Winner's Curse: Evidence from Procurement</a>; Review of Economic Studies; Vol. 69; No. 4; 871-898; <a href="https://doi.org/10.1111/1467-937X.00229">10.1111/1467-937X.00229</a></li>
<li>Iaryczower, Matias and Shum, Matthew (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160329-092158395">The Value of Information in the Court: Get It Right, Keep It Tight</a>; American Economic Review; Vol. 102; No. 1; 202-237; <a href="https://doi.org/10.1257/aer.102.1.202">10.1257/aer.102.1.202</a></li>
</ul>