Details about Patrick L. Bajari

This author is deceased (2025-04-14).

Access statistics for papers by Patrick L. Bajari.

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Short-id: pba2106

Working Papers

2023

1. Hedonic Prices and Quality Adjusted Price Indices Powered by AI
   Papers, arXiv.org View citations (2)
   Also in CeMMAP working papers, Institute for Fiscal Studies (2023) View citations (2)

2021

2. Multiple Randomization Designs
   Papers, arXiv.org View citations (6)

2018

3. The Impact of Big Data on Firm Performance: An Empirical Investigation
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (14)
   See also Journal Article The Impact of Big Data on Firm Performance: An Empirical Investigation, AEA Papers and Proceedings, American Economic Association (2019) View citations (46) (2019)

2015

4. Demand Estimation with Machine Learning and Model Combination
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (12)
5. Identification and Efficient Semiparametric Estimation of a Dynamic Discrete Game
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (16)
6. Improving Policy Functions in High-Dimensional Dynamic Games
   NBER Working Papers, National Bureau of Economic Research, Inc

2013

7. A Dynamic Model of Subprime Mortgage Default: Estimation and Policy Implications
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (12)

2011

8. Moral Hazard, Incentive Contracts and Risk: Evidence from Procurement
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (4)
   See also Journal Article Moral Hazard, Incentive Contracts, and Risk: Evidence from Procurement, The Review of Economic Studies, Review of Economic Studies Ltd (2014) View citations (48) (2014)
9. Partial Identification of Heterogeneity in Preference Orderings Over Discrete Choices
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (11)
10. Regression Discontinuity Designs with an Endogenous Forcing Variable and an Application to Contracting in Health Care
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (26)

2010

11. A Dynamic Model of Housing Demand: Estimation and Policy Implications
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (13)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2010) View citations (28)
    See also Journal Article A DYNAMIC MODEL OF HOUSING DEMAND: ESTIMATION AND POLICY IMPLICATIONS, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2013) View citations (64) (2013)
12. A Theory-Based Approach to Hedonic Price Regressions with Time-Varying Unobserved Product Attributes: The Price of Pollution
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (9)
13. A letter from the editors
    PSE-Ecole d'économie de Paris (Postprint), HAL
    Also in Post-Print, HAL (2010)
    See also Journal Article A letter from the editors, International Journal of Industrial Organization, Elsevier (2010) (2010)

2009

14. A Simple Nonparametric Estimator for the Distribution of Random Coefficients
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)
15. Procurement Contracting with Time Incentives: Theory and Evidence
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (15)
    See also Journal Article Procurement Contracting With Time Incentives: Theory and Evidence, The Quarterly Journal of Economics, President and Fellows of Harvard College (2011) View citations (137) (2011)
16. The Random Coefficients Logit Model Is Identified
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)
    See also Journal Article The random coefficients logit model is identified, Journal of Econometrics, Elsevier (2012) View citations (83) (2012)

2008

17. An Empirical Model of Subprime Mortgage Default From 2000 to 2007
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (120)
18. Auction Design and Tacit Collusion in FCC Spectrum Auctions
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)
    See also Journal Article Auction design and tacit collusion in FCC spectrum auctions, Information Economics and Policy, Elsevier (2009) View citations (11) (2009)

2007

19. A Simple Nonparametric Estimator for the Distribution of Random Coefficients in Discrete Choice Models
    Working Papers, Portuguese Competition Authority
20. Estimating Dynamic Models of Imperfect Competition
    Research Papers, Stanford University, Graduate School of Business View citations (369)
    Also in 2004 Meeting Papers, Society for Economic Dynamics (2004) View citations (17)
    NBER Working Papers, National Bureau of Economic Research, Inc (2004) View citations (19)
    Econometric Society 2004 North American Winter Meetings, Econometric Society (2004) View citations (16)
    See also Journal Article Estimating Dynamic Models of Imperfect Competition, Econometrica, Econometric Society (2007) View citations (387) (2007)

2006

21. Bidding for Incomplete Contracts: An Empirical Analysis
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (22)
22. Estimating Static Models of Strategic Interaction
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (80)
    See also Journal Article Estimating Static Models of Strategic Interactions, Journal of Business & Economic Statistics, American Statistical Association (2010) View citations (153) (2010)
23. Evaluating Wireless Carrier Consolidation Using Semiparametric Demand Estimation
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)
    See also Journal Article Evaluating wireless carrier consolidation using semiparametric demand estimation, Quantitative Marketing and Economics (QME), Springer (2008) View citations (24) (2008)
24. Moral Hazard, Adverse Selection and Health Expenditures: A Semiparametric Analysis
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (36)
    See also Journal Article Moral hazard, adverse selection, and health expenditures: A semiparametric analysis, RAND Journal of Economics, RAND Corporation (2014) View citations (60) (2014)
25. Semiparametric Estimation of a Dynamic Game of Incomplete Information
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (21)

2005

26. Identification and Estimation of Discrete Games of Complete Information
    Computing in Economics and Finance 2005, Society for Computational Economics View citations (4)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2004) View citations (30)
    See also Journal Article Identification and Estimation of a Discrete Game of Complete Information, Econometrica, Econometric Society (2010) View citations (114) (2010)
27. Measuring the Efficiency of an FCC Spectrum Auction
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (1)
    See also Journal Article Measuring the Efficiency of an FCC Spectrum Auction, American Economic Journal: Microeconomics, American Economic Association (2013) View citations (48) (2013)

2004

28. An Empirical Model of Stock Analysts' Recommendations: Market Fundamentals, Conflicts of Interest, and Peer Effects
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (8)
29. Bidding for Incompete Contracts
    Working Papers, Fondazione Eni Enrico Mattei View citations (6)
30. Demand Estimation With Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach
    Research Papers, Stanford University, Graduate School of Business View citations (9)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2001) View citations (8)
    Working Papers, Stanford University, Department of Economics (2001) View citations (8)
    Research Papers, Stanford University, Graduate School of Business (2001) View citations (10)
    NBER Working Papers, National Bureau of Economic Research, Inc (2004) View citations (9)
    See also Journal Article Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach, Journal of Political Economy, University of Chicago Press (2005) View citations (215) (2005)
31. House Prices and Consumer Welfare
    Research Papers, Stanford University, Graduate School of Business View citations (7)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2003) View citations (14)
    See also Journal Article House prices and consumer welfare, Journal of Urban Economics, Elsevier (2005) View citations (34) (2005)
32. Point Estimation of Discrete Games
    2004 Meeting Papers, Society for Economic Dynamics
33. Should Governments Auction Nationwide Spectrum Licenses? Estimating Bidder Valuations
    Working Papers, NET Institute

2003

34. Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data
    Working Papers, Stanford University, Department of Economics View citations (8)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2003) View citations (18)
    See also Journal Article Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data, Journal of Political Economy, University of Chicago Press (2005) View citations (102) (2005)
35. Auctions Versus Negotiations in Procurement: An Empirical Analysis
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (20)
    Also in Working Papers, Stanford University, Department of Economics View citations (27)
36. Economic Insights from Internet Auctions: A Survey
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (5)
37. Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)
    Also in Working Papers, Stanford University, Department of Economics (2002) View citations (24)
    See also Journal Article Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities, Journal of Business & Economic Statistics, American Statistical Association (2005) View citations (163) (2005)
38. Hedonic Price Indexes with Unobserved Product Characteristics, and Application to PC's
    Research Papers, Stanford University, Graduate School of Business View citations (7)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2003) View citations (7)

2002

39. Cyberspace Auctions and Pricing Issues: A Review of Empirical Findings
    Working Papers, Stanford University, Department of Economics View citations (7)

2001

40. Auction Models When Bidders Make Small Mistakes: Consequences for Theory and Estimation
    Working Papers, Stanford University, Department of Economics View citations (4)
41. Competition Versus Collusion in Procurement Auctions: Identification and Testing
    Working Papers, Stanford University, Department of Economics View citations (7)
42. Deciding Between Competition and Collusion
    Working Papers, Stanford University, Department of Economics View citations (4)
    See also Journal Article Deciding Between Competition and Collusion, The Review of Economics and Statistics, MIT Press (2003) View citations (149) (2003)
43. Discrete Choice Models as Structural Models of Demand: Some Economic Implications of Common Approaches
    Research Papers, Stanford University, Graduate School of Business View citations (7)
    Also in Working Papers, Stanford University, Department of Economics (2001) View citations (7)

2000

44. Demographics and Housing Choice
    Econometric Society World Congress 2000 Contributed Papers, Econometric Society
45. Winner's Curse, Reserve Prices and Endogenous Entry: Empirical Insights from eBay Auctions
    Econometric Society World Congress 2000 Contributed Papers, Econometric Society View citations (44)
    See also Journal Article The Winner's Curse, Reserve Prices, and Endogenous Entry: Empirical Insights from eBay Auctions, RAND Journal of Economics, The RAND Corporation (2003) View citations (228) (2003)

1999

46. Auction Models Are Not Robust When Bidders Make Small Mistakes
    Working Papers, Stanford University, Department of Economics
47. Incentives versus Transaction Costs: A Theory of Procurement Contracts
    Working Papers, Stanford University, Department of Economics View citations (32)
    See also Journal Article Incentives versus Transaction Costs: A Theory of Procurement Contracts, RAND Journal of Economics, The RAND Corporation (2001) View citations (464) (2001)

Undated

48. Comparing Competition and Collusion in Procurement Auctions: A Numerical Approach
    Working Papers, Stanford University, Department of Economics
49. Detecting Collusion in Procurement Auctions: A Selective Survey of Recent Research
    Working Papers, Stanford University, Department of Economics
50. Procurement Contracts: Fixed Price vs. Cost Plus
    Working Papers, Stanford University, Department of Economics
51. Why Do Blacks Live in The Cities and Whites Live in the Suburbs?
    Working Papers, Stanford University, Department of Economics View citations (17)

Journal Articles

2019

1. The Impact of Big Data on Firm Performance: An Empirical Investigation
   AEA Papers and Proceedings, 2019, 109, 33-37 View citations (46)
   See also Working Paper The Impact of Big Data on Firm Performance: An Empirical Investigation, NBER Working Papers (2018) View citations (14) (2018)

2017

2. Estimating price sensitivity of economic agents using discontinuity in nonlinear contracts
   Quantitative Economics, 2017, 8, (2), 397-433 View citations (5)

2016

3. Identification and semiparametric estimation of a finite horizon dynamic discrete choice model with a terminating action
   Quantitative Marketing and Economics (QME), 2016, 14, (4), 271-323 View citations (17)

2015

4. Machine Learning Methods for Demand Estimation
   American Economic Review, 2015, 105, (5), 481-85 View citations (79)

2014

5. Bidding for Incomplete Contracts: An Empirical Analysis of Adaptation Costs
   American Economic Review, 2014, 104, (4), 1288-1319 View citations (153)
6. Moral Hazard, Incentive Contracts, and Risk: Evidence from Procurement
   The Review of Economic Studies, 2014, 81, (3), 1201-1228 View citations (48)
   See also Working Paper Moral Hazard, Incentive Contracts and Risk: Evidence from Procurement, NBER Working Papers (2011) View citations (4) (2011)
7. Moral hazard, adverse selection, and health expenditures: A semiparametric analysis
   RAND Journal of Economics, 2014, 45, (4), 747-763 View citations (60)
   See also Working Paper Moral Hazard, Adverse Selection and Health Expenditures: A Semiparametric Analysis, NBER Working Papers (2006) View citations (36) (2006)

2013

8. A DYNAMIC MODEL OF HOUSING DEMAND: ESTIMATION AND POLICY IMPLICATIONS
   International Economic Review, 2013, 54, (2), 409-442 View citations (64)
   See also Working Paper A Dynamic Model of Housing Demand: Estimation and Policy Implications, CEPR Discussion Papers (2010) View citations (13) (2010)
9. Measuring the Efficiency of an FCC Spectrum Auction
   American Economic Journal: Microeconomics, 2013, 5, (1), 100-146 View citations (48)
   See also Working Paper Measuring the Efficiency of an FCC Spectrum Auction, NBER Working Papers (2005) View citations (1) (2005)

2012

10. A Rational Expectations Approach to Hedonic Price Regressions with Time-Varying Unobserved Product Attributes: The Price of Pollution
    American Economic Review, 2012, 102, (5), 1898-1926 View citations (68)
11. Book Review: and
    Econometric Reviews, 2012, 31, (1), 107-117
12. The random coefficients logit model is identified
    Journal of Econometrics, 2012, 166, (2), 204-212 View citations (83)
    See also Working Paper The Random Coefficients Logit Model Is Identified, NBER Working Papers (2009) View citations (7) (2009)

2011

13. A NOTE ON SEMIPARAMETRIC ESTIMATION OF FINITE MIXTURES OF DISCRETE CHOICE MODELS WITH APPLICATION TO GAME THEORETIC MODELS
    International Economic Review, 2011, 52, (3), 807-824 View citations (19)
14. A simple estimator for the distribution of random coefficients
    Quantitative Economics, 2011, 2, (3), 381-418 View citations (61)
15. Procurement Contracting With Time Incentives: Theory and Evidence
    The Quarterly Journal of Economics, 2011, 126, (3), 1173-1211 View citations (137)
    See also Working Paper Procurement Contracting with Time Incentives: Theory and Evidence, NBER Working Papers (2009) View citations (15) (2009)

2010

16. A letter from the editors
    International Journal of Industrial Organization, 2010, 28, (3), 203-204
    See also Working Paper A letter from the editors, PSE-Ecole d'économie de Paris (Postprint) (2010) (2010)
17. Estimating Static Models of Strategic Interactions
    Journal of Business & Economic Statistics, 2010, 28, (4), 469-482 View citations (153)
    See also Working Paper Estimating Static Models of Strategic Interaction, NBER Working Papers (2006) View citations (80) (2006)
18. Identification and Estimation of a Discrete Game of Complete Information
    Econometrica, 2010, 78, (5), 1529-1568 View citations (114)
    See also Working Paper Identification and Estimation of Discrete Games of Complete Information, Computing in Economics and Finance 2005 (2005) View citations (4) (2005)

2009

19. Auction design and tacit collusion in FCC spectrum auctions
    Information Economics and Policy, 2009, 21, (2), 90-100 View citations (11)
    See also Working Paper Auction Design and Tacit Collusion in FCC Spectrum Auctions, NBER Working Papers (2008) View citations (3) (2008)

2008

20. Discrete choice models of firms’ strategic decisions
    Marketing Letters, 2008, 19, (3), 399-416 View citations (16)
21. Evaluating wireless carrier consolidation using semiparametric demand estimation
    Quantitative Marketing and Economics (QME), 2008, 6, (4), 299-338 View citations (24)
    See also Working Paper Evaluating Wireless Carrier Consolidation Using Semiparametric Demand Estimation, NBER Working Papers (2006) View citations (3) (2006)

2007

22. Estimating Dynamic Models of Imperfect Competition
    Econometrica, 2007, 75, (5), 1331-1370 View citations (387)
    See also Working Paper Estimating Dynamic Models of Imperfect Competition, Research Papers (2007) View citations (369) (2007)
23. Linear Regression Estimation of Discrete Choice Models with Nonparametric Distributions of Random Coefficients
    American Economic Review, 2007, 97, (2), 459-463 View citations (45)

2005

24. Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data
    Journal of Political Economy, 2005, 113, (4), 703-741 View citations (102)
    See also Working Paper Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data, Working Papers (2003) View citations (8) (2003)
25. Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach
    Journal of Political Economy, 2005, 113, (6), 1239-1276 View citations (215)
    See also Working Paper Demand Estimation With Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach, Research Papers (2004) View citations (9) (2004)
26. Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities
    Journal of Business & Economic Statistics, 2005, 23, 20-33 View citations (163)
    See also Working Paper Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities, NBER Working Papers (2003) View citations (7) (2003)
27. Hedonic Price Indexes With Unobserved Product Characteristics, and Application to Personal Computers
    Journal of Business & Economic Statistics, 2005, 23, 61-75 View citations (32)
28. House prices and consumer welfare
    Journal of Urban Economics, 2005, 58, (3), 474-487 View citations (34)
    See also Working Paper House Prices and Consumer Welfare, Research Papers (2004) View citations (7) (2004)
29. Theory-Driven Choice Models
    Marketing Letters, 2005, 16, (3), 225-237 View citations (6)

2004

30. Economic Insights from Internet Auctions
    Journal of Economic Literature, 2004, 42, (2), 457-486 View citations (206)

2003

31. Comment
    Quantitative Marketing and Economics (QME), 2003, 1, (3), 277-283
32. Deciding Between Competition and Collusion
    The Review of Economics and Statistics, 2003, 85, (4), 971-989 View citations (149)
    See also Working Paper Deciding Between Competition and Collusion, Working Papers (2001) View citations (4) (2001)
33. The Winner's Curse, Reserve Prices, and Endogenous Entry: Empirical Insights from eBay Auctions
    RAND Journal of Economics, 2003, 34, (2), 329-55 View citations (228)
    See also Working Paper Winner's Curse, Reserve Prices and Endogenous Entry: Empirical Insights from eBay Auctions, Econometric Society World Congress 2000 Contributed Papers (2000) View citations (44) (2000)

2001

34. Comparing competition and collusion: a numerical approach
    Economic Theory, 2001, 18, (1), 187-205 View citations (72)
35. Incentives versus Transaction Costs: A Theory of Procurement Contracts
    RAND Journal of Economics, 2001, 32, (3), 387-407 View citations (464)
    See also Working Paper Incentives versus Transaction Costs: A Theory of Procurement Contracts, Working Papers (1999) View citations (32) (1999)

Chapters

2008

1. Estimating Hedonic Models of Consumer Demand with an Application to Urban Sprawl
   Springer View citations (17)

Editor

1. International Journal of Industrial Organization
   Elsevier