Matthew Shum

California Institute of Technology (Caltech)

Pasadena, CA 91125

United States

SCHOLARLY PAPERS

53

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12,597

SSRN CITATIONS
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Top 6,861

in Total Papers Citations

192

CROSSREF CITATIONS

73

Scholarly Papers (53)

1.

The Impact of Privacy Protection on Online Advertising Markets

Number of pages: 41 Posted: 18 Feb 2021 Last Revised: 12 Oct 2023
Yahoo! Research, Boston University - Department of Marketing, California Institute of Technology (Caltech) and California Institute of Technology (Caltech)
Downloads 1,087 (39,842)

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privacy, online advertising, third-party cookies, Privacy Sandbox, California Consumer Privacy Act, structural estimation, auctions with entry

2.

News We Like to Share: How News Sharing on Social Networks Influences Voting Outcomes

Number of pages: 48 Posted: 24 May 2017 Last Revised: 14 Aug 2019
Kirill Pogorelskiy and Matthew Shum
University of Warwick - Department of Economics and California Institute of Technology (Caltech)
Downloads 1,031 (42,934)
Citation 6

Abstract:

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News Sharing, Social Networks, Voting, Media Bias, Fake News, Polarization, Filter Bubble, Lab Experiments

3.

Yogurts Choose Consumers? Estimation of Random Utility Models via Two-Sided Matching

Number of pages: 55 Posted: 09 Mar 2017 Last Revised: 10 Jun 2021
Institut d'Etudes Politiques de Paris (Sciences Po), NYU, Department of Economics and Courant Institute, Amazon, New York University (NYU) and California Institute of Technology (Caltech)
Downloads 744 (67,091)
Citation 4

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random utility models, demand inversion, two-sided matching, discrete choice demand models, partial identification, pure characteristics model

4.

Flexible Work Hours and Dynamic Labor Supply: Evidence from Taxi Drivers

Number of pages: 36 Posted: 01 Jan 2018 Last Revised: 29 Apr 2019
Nicholas Buchholz, Matthew Shum and Haiqing Xu
Princeton University Department of Economics, California Institute of Technology (Caltech) and Department of Economics, University of Texas at Austin
Downloads 735 (68,150)
Citation 4

Abstract:

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Dynamic discrete choice model, Closed form estimator, Optimal stopping, Taxicab industry, Labor supply, Negative wage elasticities, Semiparametric average derivative estimation

5.

Discrete Choice and Rational Inattention: A General Equivalence Result

Number of pages: 35 Posted: 23 Dec 2016 Last Revised: 13 Jun 2021
University of Copenhagen, Indiana University Bloomington, Ecole Normale Superieure de Cachan (ENS) and California Institute of Technology (Caltech)
Downloads 716 (70,625)
Citation 22

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rational inattention; discrete choice models; random utility; convex analysis; generalized entropy; Bregman Information

6.

Combining Choice and Response Time Data: A Drift-Diffusion Model of Mobile Advertisements

Number of pages: 30 Posted: 19 Dec 2018 Last Revised: 22 Dec 2020
Khai Chiong, Matthew Shum, Ryan Webb and Richard Chen
University of Texas at Dallas - Naveen Jindal School of Management, California Institute of Technology (Caltech), University of Toronto and Happy Elements, Inc.
Downloads 681 (75,155)
Citation 2

Abstract:

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Mobile advertising, Attention, Drift-diffusion model, Response times, Video advertisements, Skippable ads

7.

Passive and Active Attention to Baseball Telecasts: Implications for Content (Re-)Design

NYU Stern School of Business Forthcoming
Number of pages: 27 Posted: 27 Jan 2021 Last Revised: 24 Mar 2021
Xiao Liu, Matthew Shum and Kosuke Uetake
New York University (NYU) - Leonard N. Stern School of Business, California Institute of Technology (Caltech) and Yale School of Management
Downloads 527 (103,733)
Citation 1

Abstract:

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Attention, Suspense, Surprise, Contents Design

Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

Number of pages: 34 Posted: 17 Mar 2016 Last Revised: 11 Aug 2017
Khai Chiong and Matthew Shum
University of Texas at Dallas - Naveen Jindal School of Management and California Institute of Technology (Caltech)
Downloads 314 (185,766)

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semiparametric multinomial choice models, random projection, large choice sets, cyclic monotonicity, Johnson-Lindenstrauss Lemma

Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

USC-INET Research Paper No. 16-14
Number of pages: 30 Posted: 18 Apr 2016 Last Revised: 20 Aug 2016
Khai Chiong and Matthew Shum
University of Texas at Dallas - Naveen Jindal School of Management and California Institute of Technology (Caltech)
Downloads 84 (575,667)
Citation 6

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semiparametric discrete choice models, random projection, machine learning, large choice sets, cyclic monotonicity, Johnson-Lindenstrauss Lemma

9.

Time-Varying Risk Aversion? Evidence from Near-Miss Accidents

Number of pages: 45 Posted: 27 Sep 2019 Last Revised: 05 Oct 2020
Matthew Shum and Yi Xin
California Institute of Technology (Caltech) and California Institute of Technology (Caltech)
Downloads 381 (151,768)
Citation 6

Abstract:

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time-varying risk aversion, near-miss, accidents, high-frequency driving patterns

10.

Quality Overprovision in Cable Television Markets

Number of pages: 44 Posted: 19 Apr 2018 Last Revised: 30 Aug 2018
University of Zurich - Department of Economics, University of Mannheim and California Institute of Technology (Caltech)
Downloads 377 (153,647)
Citation 5

Abstract:

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11.

Inference on Estimators Defined by Mathematical Programming

USC-INET Research Paper No. 17-28
Number of pages: 37 Posted: 27 Sep 2017 Last Revised: 08 Oct 2020
Yu-Wei Hsieh, Xiaoxia Shi and Matthew Shum
Amazon, University of Wisconsin - Madison and California Institute of Technology (Caltech)
Downloads 364 (159,724)
Citation 5

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Stochastic Mathematical Programming, Linear Complementarity Constraints, Moment Inequality, Duality, Sub-Vector Inference, Portfolio Selection

12.

Beyond Taxis: Reference-Dependence in Rideshare Drivers' Labor Supply

Number of pages: 50 Posted: 16 Sep 2022 Last Revised: 22 Dec 2022
Stanford Graduate School of Business, California Institute of Technology (Caltech), California Institute of Technology (Caltech), University of California, Los Angeles (UCLA) - Anderson School of Management and California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences
Downloads 361 (161,179)

Abstract:

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BLP-Lasso for Aggregate Discrete Choice Models of Elections with Rich Demographic Covariates

USC-INET Research Paper No. 15-27
Number of pages: 61 Posted: 16 Dec 2015
California Institute of Technology (Caltech) - Division of the Humanities and Social SciencesClaremont Colleges, Claremont McKenna College, Robert Day School of Economics and Finance, Students, California Institute of Technology (Caltech), University of Southern California - Department of Economics and California Institute of Technology (Caltech)
Downloads 191 (303,691)
Citation 2

Abstract:

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Demand estimation, Elections, Post-model selection inference, Lasso, Big data

BLP-LASSO for Aggregate Discrete Choice Models with Rich Covariates

Number of pages: 32 Posted: 10 Dec 2015 Last Revised: 15 Oct 2018
California Institute of Technology (Caltech) - Division of the Humanities and Social SciencesClaremont Colleges, Claremont McKenna College, Robert Day School of Economics and Finance, Students, California Institute of Technology (Caltech), University of Southern California - Department of Economics and California Institute of Technology (Caltech)
Downloads 160 (355,537)
Citation 3

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Random-coefficients logit model, High-dimensional regressors, LASSO, Elections, Machine Learning, Big data

14.

A Dynamic Model of Player Level-Progression Decisions in Online Gaming

Forthcoming Management Science
Number of pages: 58 Posted: 16 Sep 2021
Yi Zhao, Sha Yang, Matthew Shum and Shantanu Dutta
Georgia State University - Department of Marketing, University of Southern California - Marshall School of Business, California Institute of Technology (Caltech) and University of Southern California - Marshall School of Business
Downloads 331 (176,978)
Citation 1

Abstract:

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Learning, Bounded Rationality, Prediction Bias, Risk Preference, Choice Model, Dynamic Structural Model, Online Gaming

15.

Estimation of Random Coefficients Logit Demand Models with Interactive Fixed Effects

USC-INET Research Paper No. 17-10
Number of pages: 57 Posted: 31 Mar 2017
University of Southern California - Department of Economics, California Institute of Technology (Caltech) and University of Oxford
Downloads 293 (201,382)
Citation 4

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Discrete-Choice Demand Model, Interactive Fixed Effects, Factor Analysis, Panel Data, Random Utility Model.

16.

Duality in Dynamic Discrete Choice Models

Number of pages: 42 Posted: 09 Dec 2015
Khai Chiong, Alfred Galichon and Matthew Shum
University of Texas at Dallas - Naveen Jindal School of Management, NYU, Department of Economics and Courant Institute and California Institute of Technology (Caltech)
Downloads 264 (223,899)
Citation 14

Abstract:

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17.

Counterfactual Evaluation in Semiparametric Multinomial Choice Models

USC-INET Research Paper No. 17-20
Number of pages: 19 Posted: 26 Jul 2017
Khai Chiong, Yu-Wei Hsieh and Matthew Shum
University of Texas at Dallas - Naveen Jindal School of Management, Amazon and California Institute of Technology (Caltech)
Downloads 249 (237,167)
Citation 1

Abstract:

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Semiparametric Multinomial Choice Models; Counterfactual prediction; Convex Analysis, Cyclic Monotonicity; Linear Programming

18.

Testing the Quantal Response Hypothesis

International Economic Review, Volume 60, Issue 1, February 2019, Pages 53-74
Number of pages: 22 Posted: 17 Mar 2016 Last Revised: 22 Feb 2019
Emerson Melo, Kirill Pogorelskiy and Matthew Shum
Indiana University Bloomington, University of Warwick - Department of Economics and California Institute of Technology (Caltech)
Downloads 219 (268,364)
Citation 3

Abstract:

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quantal response equilibrium, behavioral game theory, cyclic monotonicity, moment inequalities, experimental economics

19.

On the Empirical Content of the Beckerian Marriage Model

Number of pages: 17 Posted: 01 May 2017 Last Revised: 27 Dec 2017
Jianfei Cao, Xiaoxia Shi and Matthew Shum
University of Chicago - Booth School of Business, University of Wisconsin - Madison and California Institute of Technology (Caltech)
Downloads 209 (280,352)
Citation 1

Abstract:

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Two-Sided Matching, Structural Estimation, Assortative Matching, Indeterminacy, Random Matching

20.

Estimating Semi-Parametric Panel Multinomial Choice Models Using Cyclic Monotonicity

Number of pages: 32 Posted: 17 Mar 2016 Last Revised: 03 Apr 2018
Xiaoxia Shi, Matthew Shum and Wei Song
University of Wisconsin - Madison, California Institute of Technology (Caltech) and Xiamen University
Downloads 203 (288,001)
Citation 17

Abstract:

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Cyclic Monotonicity, Multinomial Choice, Panel Data, Fixed Effects, Convex analysis

21.

Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment

Number of pages: 6 Posted: 06 May 2016 Last Revised: 12 Aug 2019
Yifei Huang, Matthew Shum, Xi Wu and Jason Zezhong Xiao
California Institute of Technology (Caltech), California Institute of Technology (Caltech), Central University of Finance and Economics (CUFE) and University of Macau
Downloads 196 (297,275)

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peer performance evaluation, strategic manipulation, personnel economics, sabotage, envy, field data

22.

To Score or Not to Score? Estimates of a Sponsored Search Auction Model

USC-INET Research Paper No. 15-09, Marshall School of Business Working Paper No. FBE 04.16
Number of pages: 27 Posted: 18 Feb 2015 Last Revised: 25 Jul 2018
Yu-Wei Hsieh, Matthew Shum and Sha Yang
Amazon, California Institute of Technology (Caltech) and University of Southern California - Marshall School of Business
Downloads 174 (330,887)
Citation 2

Abstract:

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Sponsored-search advertising, Auctions, Market design, Two-sided Matching, Bayesian estimation

23.

Semiparametric Estimation of Dynamic Discrete Choice Models

Number of pages: 30 Posted: 10 May 2019 Last Revised: 29 Sep 2019
Nicholas Buchholz, Matthew Shum and Haiqing Xu
Princeton University Department of Economics, California Institute of Technology (Caltech) and Department of Economics, University of Texas at Austin
Downloads 162 (351,933)
Citation 8

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Semiparametric estimation, Dynamic discrete choice model, Average derivative estimation

24.

Do squats and salad mix? Self licensing across behavioral domains

Number of pages: 17 Posted: 27 Apr 2020 Last Revised: 27 Oct 2023
Anastasia Buyalskaya and Matthew Shum
HEC Paris and California Institute of Technology (Caltech)
Downloads 159 (357,448)

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self-regulation, self-control, negative spillovers, exercise, healthy eating, mental accounting

25.

The Revealed Preference Theory of Stable and Extremal Stable Matchings

Number of pages: 45 Posted: 15 Nov 2010 Last Revised: 14 May 2011
California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences, California Institute of Technology (Caltech) and Boston College
Downloads 153 (369,046)
Citation 9

Abstract:

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Aggregate matching, stability, rationalizability, revealed preference tests

26.

Is Pharmaceutical Detailing Informative? Evidence from Contraindicated Drug Prescriptions

Number of pages: 32 Posted: 30 Jan 2012 Last Revised: 16 Dec 2018
Guofang Huang, Matthew Shum and Wei Tan
Purdue University, California Institute of Technology (Caltech) and SUNY at Stony Brook University, College of Arts and Science, Department of Economics
Downloads 145 (385,426)
Citation 3

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Pharmaceutical detailing, Informative advertising, Sales force, Contraindications, Bayesian learning models

27.

Identification and Estimation of Online Price Competition with an Unknown Number of Firms

Kelley School of Business Research Paper No. 16-27
Number of pages: 23 Posted: 22 Mar 2016 Last Revised: 12 Apr 2017
Texas A&M University, Indiana University - Kelley School of Business - Department of Business Economics & Public Policy, Johns Hopkins University - Department of Economics, University of California, Berkeley - Economic Analysis & Policy Group and California Institute of Technology (Caltech)
Downloads 130 (419,936)
Citation 3

Abstract:

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E-Retail Markets, Nonparametric Identification, Structural Estimation

28.

A Simple Estimator for Dynamic Models with Serially Correlated Unobservables

Number of pages: 26 Posted: 30 Sep 2015
Yingyao Hu, Matthew Shum, Wei Tan and Ruli Xiao
Johns Hopkins University - Department of Economics, California Institute of Technology (Caltech), Compass Lexecon and Indiana University Bloomington - Department of Economics
Downloads 118 (451,901)
Citation 4

Abstract:

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29.

Demand Estimation with High-Dimensional Product Characteristics

Advances in Econometrics, Volume 34, 301-323, 2014
Number of pages: 23 Posted: 09 Dec 2015
California Institute of Technology (Caltech) - Division of the Humanities and Social SciencesClaremont Colleges, Claremont McKenna College, Robert Day School of Economics and Finance, Students, California Institute of Technology (Caltech) and University of Southern California - Department of Economics
Downloads 116 (457,844)
Citation 1

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30.

Research Opportunities in Emerging Markets: An Inter-Disciplinary Perspective from Marketing, Economics, and Psychology

Cust. Need. and Solut. (2015) 2:264-276
Number of pages: 13 Posted: 23 Mar 2016
California Institute of Technology (Caltech), Yale School of Management, University of Southern California - Marshall School of Business, Yale University, Brown University - Department of Economics, University of Maryland - Department of Economics, Massachusetts Institute of Technology (MIT) - Department of Economics, University of California, Berkeley - Marketing Group, Northwestern University - Kellogg School of Management, Yale School of Management, University of Southern California, University of Michigan at Ann Arbor and Yale School of Management
Downloads 113 (466,910)
Citation 1

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31.

Money in Judicial Politics: Individual Contributions and Collective Decisions

Number of pages: 43 Posted: 06 Feb 2012
Matias Iaryczower and Matthew Shum
Princeton University and California Institute of Technology (Caltech)
Downloads 110 (476,234)

Abstract:

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32.

Reassessing the Firm Selection Hypothesis: New Evidence from Chinese Highways

Number of pages: 55 Posted: 23 Sep 2020 Last Revised: 30 Aug 2023
Jiawei Chen, Yi Niu and Matthew Shum
University of California, Irvine, Capital University of Economics and Business - International School of Economics and Management and California Institute of Technology (Caltech)
Downloads 108 (482,519)

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firm selection; market size; transportation infrastructure; firm productivity

33.

Cyber-Shilling in Automobile Auctions: Evidence from a Field Experiment

American Economic Journal: Microeconomics 2015, 7(3): 85–103
Number of pages: 19 Posted: 20 Mar 2017
David M. Grether, David Porter and Matthew Shum
California Institute of Technology (Caltech), Chapman University - The George L. Argyros College of Business and Economics and California Institute of Technology (Caltech)
Downloads 105 (492,449)

Abstract:

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34.

A Parimutuel-Like Mechanism for Information Aggregation: A Field Test Inside Intel

Number of pages: 39 Posted: 10 Dec 2015 Last Revised: 20 Mar 2016
California Institute of Technology (Caltech) - Division of the Humanities and Social SciencesClaremont Colleges, Claremont McKenna College, Robert Day School of Economics and Finance, Students, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 103 (499,270)
Citation 1

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35.

Auctioneers as Market Makers: Managing Momentum in Chittagong Tea Auctions

CESifo Working Paper Series No. 5843
Number of pages: 37 Posted: 17 Mar 2016
Tanjim Hossain, Fahad Khalil and Matthew Shum
University of Toronto, University of Washington - Department of Economics and California Institute of Technology (Caltech)
Downloads 101 (506,105)
Citation 1

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36.

Public vs. Secret Reserve Prices in Auctions: Evidence from Combining Field and Lab Experiments

Number of pages: 29 Posted: 20 Apr 2016 Last Revised: 10 Jun 2016
David M. Grether, David Porter and Matthew Shum
California Institute of Technology (Caltech), Chapman University - The George L. Argyros College of Business and Economics and California Institute of Technology (Caltech)
Downloads 98 (516,383)
Citation 1

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auctions, reserve prices, field experiments, combining field and laboratory experiments, experimental economics

37.

Superstition and 'Lucky' Apartments: Evidence from Transaction-Level Data

Number of pages: 16 Posted: 10 Dec 2015
Matthew Shum, Wei Sun and Guangliang Ye
California Institute of Technology (Caltech), Renmin University of China - Hanqing Advanced Institute of Economics and Finance and School of Finance and Renmin University of China - Hanqing Institute
Downloads 98 (516,383)
Citation 9

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38.

The Cushioning Benefits of Biased Beliefs

Number of pages: 45 Posted: 12 Sep 2017 Last Revised: 20 Jul 2018
Lawrence J. Jin, Matthew Shum and Mali Zhang
SC Johnson College of Business, Cornell University, California Institute of Technology (Caltech) and California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences
Downloads 96 (523,447)

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cushioning, extrapolation, oil exploration

39.

Identifying Dynamic Games with Serially-Correlated Unobservables

Number of pages: 19 Posted: 20 Mar 2016
Yingyao Hu and Matthew Shum
Johns Hopkins University - Department of Economics and California Institute of Technology (Caltech)
Downloads 89 (553,141)
Citation 1

Abstract:

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40.

Efficiency and Bargaining Power in the Interbank Loan Market

Number of pages: 41 Posted: 25 Aug 2012 Last Revised: 11 Feb 2015
Government of Canada - Bank of Canada, Government of Canada - Bank of Canada, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 86 (561,028)
Citation 4

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interbank markets, cooperative bargaining, financial institutions

41.

Some Remarks on CCP-based Estimators of Dynamic Models

Economics Letters, Forthcoming
Number of pages: 17 Posted: 22 Mar 2021 Last Revised: 20 Aug 2021
University of Copenhagen, Indiana University Bloomington, California Institute of Technology (Caltech) and University of Copenhagen
Downloads 84 (568,927)

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dynamic discrete choice, random utility, linear programming, convex analysis, convex optimization

The Welfare Effects of Endogenous Quality Choice in Cable Television Markets

University of Zurich, Department of Economics, Working Paper No. 202
Number of pages: 41 Posted: 08 Oct 2015
University of Zurich - Department of Economics, University of Mannheim and California Institute of Technology (Caltech)
Downloads 75 (616,104)
Citation 9

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Industrial organization, endogenous quality, imperfect competition, monopoly, cable television, quality distortions, welfare, quality markup

The Welfare Effects of Endogenous Quality Choice in Cable Television Markets

CEPR Discussion Paper No. DP10793
Number of pages: 43 Posted: 04 Sep 2015
University of Zurich - Department of Economics, University of Mannheim and California Institute of Technology (Caltech)
Downloads 1 (1,248,433)
Citation 1
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cable television, endogenous quality, imperfect competition, industrial organization, monopoly, pay television, quality markup, welfare

43.

A Parimutuel-Like Mechanism for Information Aggregation: A Field Test Inside Intel

Number of pages: 43 Posted: 03 Oct 2014
California Institute of Technology (Caltech) - Division of the Humanities and Social SciencesClaremont Colleges, Claremont McKenna College, Robert Day School of Economics and Finance, Students, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 74 (611,777)
Citation 4

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information aggegation, mechanism, subjective probability, parimutuel

44.

Nonparametric Identification of First-Price Auctions With Non-Separable Unobserved Heterogeneity

Economic Research Initiatives at Duke (ERID) Working Paper No. 61
Number of pages: 22 Posted: 17 Sep 2010
David McAdams, Yingyao Hu and Matthew Shum
Duke University - Fuqua School of Business, Johns Hopkins University - Department of Economics and California Institute of Technology (Caltech)
Downloads 66 (650,116)
Citation 18

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45.

Can Words Get in the Way? The Effect of Deliberation in Collective Decision-Making

Number of pages: 70 Posted: 20 Mar 2016 Last Revised: 15 Jan 2018
Matias Iaryczower, Xiaoxia Shi and Matthew Shum
Princeton University, University of Wisconsin - Madison and California Institute of Technology (Caltech)
Downloads 58 (692,265)
Citation 9

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voting, courts, communication, partial identification

46.

Partial Identification in Two-Sided Matching Models

Number of pages: 20 Posted: 22 Mar 2016
Federico Echenique, SangMok Lee and Matthew Shum
California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 54 (715,004)

Abstract:

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47.

Estimation and Inference in an Ecological Inference Model

Number of pages: 32 Posted: 22 Mar 2016
Yanqin Fan, Robert P. Sherman and Matthew Shum
University of Washington - Department of Economics, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 46 (765,465)

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Copula, ecological inference, partial identification, treatment effects

48.

Detecting Information Pooling: Analysts' Forecasts after Brokerage Firm Mergers

The B.E. Journal of Economic Analysis & Policy, 2007
Number of pages: 38 Posted: 20 Mar 2016 Last Revised: 26 Apr 2016
Serena Ng and Matthew Shum
Columbia University - Columbia Business School, Economics and California Institute of Technology (Caltech)
Downloads 46 (765,465)

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information pooling, earnings forecasts, brokerage mergers

49.

Structural Estimation of Auction Models

Number of pages: 19 Posted: 10 Dec 2015
Han Hong and Matthew Shum
Stanford University and California Institute of Technology (Caltech)
Downloads 46 (765,465)
Citation 1

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50.

E-Commerce and Its Role during the COVID-19 Pandemic in Indonesia

Asian Development Bank Economics Working Paper Series No. 703
Number of pages: 44 Posted: 28 Nov 2023
University of Tokyo, Asian Development Bank, California Institute of Technology (Caltech) and Duke University
Downloads 34 (855,412)

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digital platform, distributive justice, e-commerce, platform economies, MSMEs, scale economies, two-sided network externalities, competition policy, COVID-19 pandemic

51.

Bounding Causal Effects in Ecological Inference Problems

Number of pages: 16 Posted: 10 Dec 2015
Universidad Diego Portales - Facultad de Economía y Empresa, Indiana University Bloomington, California Institute of Technology (Caltech) - Division of the Humanities and Social Sciences and California Institute of Technology (Caltech)
Downloads 32 (872,240)

Abstract:

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52.

Computing Moment Inequality Models Using Constrained Optimization

USC-INET Research Paper No. 17-21
Posted: 21 Jun 2017 Last Revised: 28 Apr 2021
Baiyu Dong, Yu-Wei Hsieh and Matthew Shum
University of Southern California - Department of Economics, Amazon and California Institute of Technology (Caltech)

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Moment Inequality Models, Constrained Optimization, MPEC, MPCC, Partial Identification, Computing Identified Set, Confidence Set

53.

Do Campaign Contributions Reduce the Quality of Elected Justices?

APSA 2011 Annual Meeting Paper
Posted: 01 Aug 2011
Matias Iaryczower, Matthew Shum and Garrett Lewis
Princeton University, California Institute of Technology (Caltech) and California Institute of Technology (Caltech)

Abstract:

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