Details about Ariel Pakes

Homepage:	https://scholar.harvard.edu/pakes
Phone:	617-495-5320
Postal address:	Department of Economics Harvard University Littauer, North Yard, Room 117 Cambridge, MA 02138
Workplace:	National Bureau of Economic Research (NBER), (more information at EDIRC) Department of Economics, Harvard University, (more information at EDIRC)

Access statistics for papers by Ariel Pakes.

Last updated 2025-03-14. Update your information in the RePEc Author Service.

Short-id: ppa20

---

Jump to Journal Articles Books Edited books Chapters

Working Papers

2024

1. Policy Options for the Drug Pricing Conundrum
   NBER Working Papers, National Bureau of Economic Research, Inc
   See also Journal Article Policy options for the drug pricing conundrum, Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences (2025) (2025)

2022

2. Inference for Linear Conditional Moment Inequalities
   Papers, arXiv.org View citations (4)
   Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) View citations (6)
   See also Journal Article Inference for Linear Conditional Moment Inequalities, The Review of Economic Studies, Review of Economic Studies Ltd (2023) View citations (2) (2023)

2021

3. Artificial Intelligence and Pricing: The Impact of Algorithm Design
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (17)
   Also in CEPR Discussion Papers, C.E.P.R. Discussion Papers (2021) View citations (17)
4. Moment Inequalities and Partial Identification in Industrial Organization
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)
5. Unobserved Heterogeneity, State Dependence, and Health Plan Choices
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)

2020

6. A Helicopter Tour of Some Underlying Issues In Empirical Industrial Organization
   NBER Working Papers, National Bureau of Economic Research, Inc
   See also Journal Article A Helicopter Tour of Some Underlying Issues in Empirical Industrial Organization, Annual Review of Economics, Annual Reviews (2021) View citations (4) (2021)

2019

7. Parag Pathak: Winner of the 2018 Clark Medal
   University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego
   See also Journal Article Parag Pathak: Winner of the 2018 Clark Medal, Journal of Economic Perspectives, American Economic Association (2019) (2019)

2017

8. Empirical tools and competition analysis: Past progress and current problems
   Scholarly Articles, Harvard University Department of Economics View citations (5)
   Also in NBER Working Papers, National Bureau of Economic Research, Inc (2016) View citations (5)
   See also Journal Article Empirical tools and competition analysis: Past progress and current problems, International Journal of Industrial Organization, Elsevier (2017) View citations (5) (2017)
9. The Evolution of Health Insurer Costs in Massachusetts, 2010-12
   Working Papers, Human Capital and Economic Opportunity Working Group
   Also in NBER Working Papers, National Bureau of Economic Research, Inc (2016)
   Working Paper Series, Harvard University, John F. Kennedy School of Government (2017)

2016

10. Just Starting Out: Learning and Equilibrium in a New Market
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (4)
    See also Journal Article Just Starting Out: Learning and Equilibrium in a New Market, American Economic Review, American Economic Association (2018) View citations (37) (2018)
11. Methodological Issues in Analyzing Market Dynamics
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
12. Moment Inequalities for Multinomial Choice with Fixed Effects
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (17)
    See also Journal Article Moment inequalities for multinomial choice with fixed effects, Quantitative Economics, Econometric Society (2024) View citations (1) (2024)
13. The Competitive Effects of Information Sharing
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (9)

2014

14. Behavioral and Descriptive Forms of Choice Models
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (6)

2013

15. Hospital Choices, Hospital Prices and Financial Incentives to Physicians
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (5)
    See also Journal Article Hospital Choices, Hospital Prices, and Financial Incentives to Physicians, American Economic Review, American Economic Association (2014) View citations (68) (2014)

2011

16. Wind Power Investment
    2011 Meeting Papers, Society for Economic Dynamics

2010

17. Alternative Models for Moment Inequalities
    Scholarly Articles, Harvard University Department of Economics View citations (68)
    Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010) View citations (69)
    See also Journal Article Alternative Models for Moment Inequalities, Econometrica, Econometric Society (2010) View citations (70) (2010)

2009

18. Buyers - Sellers Network: Dynamic Interaction between Hospitals and HMOs
    2009 Meeting Papers, Society for Economic Dynamics
19. Finite State Dynamic Games with Asymmetric Information: A Framework for Applied Work
    CEPR Discussion Papers, C.E.P.R. Discussion Papers View citations (6)
    Also in Foerder Institute for Economic Research Working Papers, Tel-Aviv University > Foerder Institute for Economic Research (2008)
    2009 Meeting Papers, Society for Economic Dynamics (2009) View citations (6)
    CEPR Discussion Papers, C.E.P.R. Discussion Papers (2005) View citations (5)

2008

20. An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (7)
    See also Journal Article An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods, American Economic Review, American Economic Association (2011) View citations (30) (2011)
21. Factor Utilization in Indian Manufacturing: A Look at the World Bank Investment Climate Surveys Data
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (19)
22. Theory and Empirical Work on Imperfectly Competitive Markets
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (11)

2007

23. Moment inequalities and their application
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (27)
    See also Journal Article Moment Inequalities and Their Application, Econometrica, Econometric Society (2015) View citations (77) (2015)

2004

24. Applied Dynamic Analysis in Industrial Organization: Problems and Prospects
    Annual Meeting Plenary, Society for Economic Dynamics
25. Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market
    Scholarly Articles, Harvard University Department of Economics View citations (331)
    Also in Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2001) View citations (30)
    NBER Working Papers, National Bureau of Economic Research, Inc (1998) View citations (38)
    See also Journal Article Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market, Journal of Political Economy, University of Chicago Press (2004) View citations (341) (2004)
26. Finite State Dynamic Games with Asymmetric Information: A Computational Framework
    2004 Meeting Papers, Society for Economic Dynamics View citations (2)
    Also in Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (2004) View citations (2)
27. Simple Estimators for the Parameters of Discrete Dynamic Games (with Entry/Exit Examples)
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (86)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2004) View citations (14)
    See also Journal Article Simple estimators for the parameters of discrete dynamic games (with entry/exit examples), RAND Journal of Economics, RAND Corporation (2007) View citations (211) (2007)

2003

28. Common Sense and Simplicity in Empirical Industrial Organization
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (8)
    Also in Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (2003) View citations (7)
    See also Journal Article Common Sense and Simplicity in Empirical Industrial Organization, Review of Industrial Organization, Springer (2003) View citations (8) (2003)

2002

29. A Reconsideration of Hedonic Price Indices with an Application to PC's
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (13)
    See also Journal Article A Reconsideration of Hedonic Price Indexes with an Application to PC's, American Economic Review, American Economic Association (2003) View citations (182) (2003)
30. Limit Theorems for Estimating the Parameters of Differentiated Product Demand Systems
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (9)
    Also in LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library (2000)
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2002) View citations (13)
    STICERD - Econometrics Paper Series, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE (2000)
    See also Journal Article Limit Theorems for Estimating the Parameters of Differentiated Product Demand Systems, The Review of Economic Studies, Review of Economic Studies Ltd (2004) View citations (87) (2004)

2000

31. A Framework for Applied Dynamic Analysis in I.O
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (10)
    See also Chapter A Framework for Applied Dynamic Analysis in IO, Handbook of Industrial Organization, Elsevier (2007) View citations (80) (2007)

1999

32. A Dynamic Oligopoly with Collusion and Price Wars
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
    Also in Working Papers, Tel Aviv (1998)
    Discussion Paper, Tilburg University, Center for Economic Research (1999) View citations (2)
    See also Journal Article A Dynamic Oligopoly with Collusion and Price Wars, RAND Journal of Economics, The RAND Corporation (2000) View citations (94) (2000)

1997

33. Stochastic Algorithms for Dynamic Models: Markov Perfect Equilibrium, and the 'Curse' of Dimensionality
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University View citations (18)
34. Voluntary Export Restraints on Automobiles: Evaluating a Strategic Trade Policy
    Working Papers, Research Seminar in International Economics, University of Michigan View citations (1)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1995) View citations (16)

1996

35. Environmental Change and Hedonic Cost Functions for Automobiles
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (17)
36. How to Count Patents and Value Intellectual Property: Uses of Patent Renewal and Application Data
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (55)
    See also Journal Article How to Count Patents and Value Intellectual Property: The Uses of Patent Renewal and Application Data, Journal of Industrial Economics, Wiley Blackwell (1998) View citations (331) (1998)

1994

37. A Limit Theorem for a Smooth Class of Semiparametric Estimators
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University View citations (15)
    See also Journal Article A limit theorem for a smooth class of semiparametric estimators, Journal of Econometrics, Elsevier (1995) View citations (76) (1995)

1993

38. Automobile Prices in Market Equilibrium: Part I and II
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (10)
    See also Journal Article Automobile Prices in Market Equilibrium, Econometrica, Econometric Society (1995) View citations (2757) (1995)

1992

39. An Alternative Theory of Firm and Industry Dynamics
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University View citations (31)
40. Computing Markov Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (4)
    Also in Discussion Paper / Institute for Empirical Macroeconomics, Federal Reserve Bank of Minneapolis (1992) View citations (6)
    See also Journal Article Computing Markov-Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model, RAND Journal of Economics, The RAND Corporation (1994) View citations (250) (1994)
41. The Dynamics Of Productivity In The Telecommunications Equipment Industry
    Working Papers, U.S. Census Bureau, Center for Economic Studies View citations (120)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1992) View citations (369)
    See also Journal Article The Dynamics of Productivity in the Telecommunications Equipment Industry, Econometrica, Econometric Society (1996) View citations (4180) (1996)

1991

42. Dynamic Structural Models: Problems and Prospects. Mixed Continuous Discrete Controls and Market Interactions
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University View citations (32)

1990

43. EMPIRICAL IMPLICATIONS OF ALTERNATIVE MODELS OF FIRM DYNAMICS
    Working Papers, Yale - Economic Growth Center View citations (100)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1989) View citations (16)
    SSRI Workshop Series, University of Wisconsin-Madison, Social Systems Research Institute (1988) View citations (11)
    See also Journal Article Empirical Implications of Alternative Models of Firm Dynamics, Journal of Economic Theory, Elsevier (1998) View citations (304) (1998)

1988

44. R&D, Patents, and Market Value Revisited: Is There Evidence of A SecondTechnological Opportunity Related Factor?
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (21)

1986

45. The Value of Patents as Indicators of Inventive Activity
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (70)

1985

46. Estimates of the Value of Patent Rights in European Countries During thePost-1950 Period
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
    See also Journal Article Estimates of the Value of Patent Rights in European Countries during the Post-1950 Period, Economic Journal, Royal Economic Society (1986) View citations (310) (1986)
47. On Patents, R & D, and the Stock Market Rate of Return
    Scholarly Articles, Harvard University Department of Economics View citations (190)
    See also Journal Article On Patents, R&D, and the Stock Market Rate of Return, Journal of Political Economy, University of Chicago Press (1985) View citations (192) (1985)

1984

48. Looking for the News in the Noise - Additional Stochastic Implications of Optimal Consumption Choice
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (5)
    See also Journal Article Looking for the News in the Noise. Additional Stochastic Implications of Optimal Consumption Choise, Annals of Economics and Statistics, GENES (1988) View citations (2) (1988)
49. Patents as Options: Some Estimates of the Value of Holding European Patent Stocks
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (220)
    See also Journal Article Patents as Options: Some Estimates of the Value of Holding European Patent Stocks, Econometrica, Econometric Society (1986) View citations (529) (1986)

1983

50. Optimum Contracts for Research Personnel, Research Employment, and the Establishment of "Rival" Enterprises
    Scholarly Articles, Harvard University Department of Economics View citations (105)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1982) View citations (4)
    See also Journal Article Optimum Contracts for Research Personnel, Research Employment, and the Establishment of "Rival" Enterprises, Journal of Labor Economics, University of Chicago Press (1983) View citations (115) (1983)

1982

51. Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (29)
    See also Journal Article Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs, The Review of Economic Studies, Review of Economic Studies Ltd (1984) View citations (91) (1984)

1981

52. On Measuring the Variance-Age Profile of Lifetime Earnings
    UCLA Economics Working Papers, UCLA Department of Economics View citations (6)
    See also Journal Article On Measuring the Variance-Age Profile of Lifetime Earnings, The Review of Economic Studies, Review of Economic Studies Ltd (1981) View citations (6) (1981)
53. Patents, R and D, and the Stock Market Rate of Return
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (8)

1980

54. An Exploration Into the Determinants of Research Intensity
    Working Papers, C.V. Starr Center for Applied Economics, New York University View citations (3)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1980) View citations (15)
    See also Chapter An Exploration into the Determinants of Research Intensity, NBER Chapters, National Bureau of Economic Research, Inc (1984) View citations (52) (1984)
55. Patents and R and D at the Firm Level: A First Look
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (121)
56. The Estimation of Distributed Lags in Short Panels
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (1)

1979

57. Aggregation Effects And Panel Data Estimation Problems: An Investigationof the R&D Intensity Decision
    NBER Working Papers, National Bureau of Economic Research, Inc
58. Measuring the Variance-Age Profile of Lifetime Income
    NBER Working Papers, National Bureau of Economic Research, Inc
59. The Rate of Obsolescence Of Knowledge, Research Gestation Lags, and the Private Rate of Return to Research Resources
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (86)
    Also in Working Papers, C.V. Starr Center for Applied Economics, New York University (1978) View citations (11)

Undated

60. Computational Issues in the Analysis of Simple IO Models: A Report from the Applied Front
    Computing in Economics and Finance 1996, Society for Computational Economics

Journal Articles

2025

1. Policy options for the drug pricing conundrum
   Proceedings of the National Academy of Sciences, 2025, 122, (9), e2418540122
   See also Working Paper Policy Options for the Drug Pricing Conundrum, NBER Working Papers (2024) (2024)

2024

2. Moment inequalities for multinomial choice with fixed effects
   Quantitative Economics, 2024, 15, (1), 1-25 View citations (1)
   See also Working Paper Moment Inequalities for Multinomial Choice with Fixed Effects, NBER Working Papers (2016) View citations (17) (2016)
3. The impact of artificial intelligence design on pricing
   Journal of Economics & Management Strategy, 2024, 33, (2), 276-304

2023

4. Inference for Linear Conditional Moment Inequalities
   The Review of Economic Studies, 2023, 90, (6), 2763-2791 View citations (2)
   See also Working Paper Inference for Linear Conditional Moment Inequalities, Papers (2022) View citations (4) (2022)

2022

5. Artificial Intelligence, Algorithm Design, and Pricing
   AEA Papers and Proceedings, 2022, 112, 452-56 View citations (10)

2021

6. A Helicopter Tour of Some Underlying Issues in Empirical Industrial Organization
   Annual Review of Economics, 2021, 13, (1), 397-421 View citations (4)
   See also Working Paper A Helicopter Tour of Some Underlying Issues In Empirical Industrial Organization, NBER Working Papers (2020) (2020)

2020

7. A computational framework for analyzing dynamic auctions: The market impact of information sharing
   RAND Journal of Economics, 2020, 51, (3), 805-839 View citations (7)

2019

8. Parag Pathak: Winner of the 2018 Clark Medal
   Journal of Economic Perspectives, 2019, 33, (1), 231-46
   See also Working Paper Parag Pathak: Winner of the 2018 Clark Medal, University of California at San Diego, Economics Working Paper Series (2019) (2019)

2018

9. Just Starting Out: Learning and Equilibrium in a New Market
   American Economic Review, 2018, 108, (3), 565-615 View citations (37)
   See also Working Paper Just Starting Out: Learning and Equilibrium in a New Market, NBER Working Papers (2016) View citations (4) (2016)
10. The Evolution of Health Insurer Costs in Massachusetts, 2010–2012
    Review of Industrial Organization, 2018, 53, (1), 117-137 View citations (1)

2017

11. Empirical tools and competition analysis: Past progress and current problems
    International Journal of Industrial Organization, 2017, 53, (C), 241-266 View citations (5)
    See also Working Paper Empirical tools and competition analysis: Past progress and current problems, Scholarly Articles (2017) View citations (5) (2017)

2015

12. Moment Inequalities and Their Application
    Econometrica, 2015, 83, 315-334 View citations (77)
    See also Working Paper Moment inequalities and their application, CeMMAP working papers (2007) View citations (27) (2007)

2014

13. Hospital Choices, Hospital Prices, and Financial Incentives to Physicians
    American Economic Review, 2014, 104, (12), 3841-84 View citations (68)
    See also Working Paper Hospital Choices, Hospital Prices and Financial Incentives to Physicians, NBER Working Papers (2013) View citations (5) (2013)
14. Physician Payment Reform and Hospital Referrals
    American Economic Review, 2014, 104, (5), 200-205 View citations (9)
15. THE 2013 LAWRENCE R. KLEIN LECTURE: BEHAVIORAL AND DESCRIPTIVE FORMS OF CHOICE MODELS
    International Economic Review, 2014, 55, (3), 603-624

2012

16. Dynamic Games with Asymmetric Information: A Framework for Empirical Work
    The Quarterly Journal of Economics, 2012, 127, (4), 1611-1661 View citations (51)
17. Process and context in choice models
    Marketing Letters, 2012, 23, (2), 439-456 View citations (27)

2011

18. An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods
    American Economic Review, 2011, 101, (5), 1707-38 View citations (30)
    See also Working Paper An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods, NBER Working Papers (2008) View citations (7) (2008)
19. Do physician incentives affect hospital choice? A progress report
    International Journal of Industrial Organization, 2011, 29, (3), 317-322 View citations (2)

2010

20. Alternative Models for Moment Inequalities
    Econometrica, 2010, 78, (6), 1783-1822 View citations (70)
    See also Working Paper Alternative Models for Moment Inequalities, Scholarly Articles (2010) View citations (68) (2010)

2009

21. Multiple equilibria and selection by learning in an applied setting
    Economics Letters, 2009, 104, (1), 13-16 View citations (20)

2007

22. Simple estimators for the parameters of discrete dynamic games (with entry/exit examples)
    RAND Journal of Economics, 2007, 38, (2), 373-399 View citations (211)
    See also Working Paper Simple Estimators for the Parameters of Discrete Dynamic Games (with Entry/Exit Examples), Harvard Institute of Economic Research Working Papers (2004) View citations (86) (2004)
23. THE PURE CHARACTERISTICS DEMAND MODEL
    International Economic Review, 2007, 48, (4), 1193-1225 View citations (126)

2005

24. Hedonics and the Consumer Price Index
    Annals of Economics and Statistics, 2005, (79-80), 729-748 View citations (5)
    See also Chapter Hedonics and the Consumer Price Index, NBER Chapters, 2010, 729-748 (2010) (2010)

2004

25. Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market
    Journal of Political Economy, 2004, 112, (1), 68-105 View citations (341)
    See also Working Paper Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market, Scholarly Articles (2004) View citations (331) (2004)
26. Limit Theorems for Estimating the Parameters of Differentiated Product Demand Systems
    The Review of Economic Studies, 2004, 71, (3), 613-654 View citations (87)
    See also Working Paper Limit Theorems for Estimating the Parameters of Differentiated Product Demand Systems, Harvard Institute of Economic Research Working Papers (2002) View citations (9) (2002)

2003

27. A Reconsideration of Hedonic Price Indexes with an Application to PC's
    American Economic Review, 2003, 93, (5), 1578-1596 View citations (182)
    See also Working Paper A Reconsideration of Hedonic Price Indices with an Application to PC's, NBER Working Papers (2002) View citations (13) (2002)
28. Common Sense and Simplicity in Empirical Industrial Organization
    Review of Industrial Organization, 2003, 23, (3), 193-215 View citations (8)
    Also in Review of Industrial Organization, 2003, 23, (3_4), 193-215 (2003) View citations (8)
    See also Working Paper Common Sense and Simplicity in Empirical Industrial Organization, NBER Working Papers (2003) View citations (8) (2003)

2001

29. Additional information for: "Comments on "Alternative models of demand for automobiles" by Charlotte Wojcik"
    Economics Letters, 2001, 74, (1), 43-51 View citations (6)
30. Stochastic Algorithms, Symmetric Markov Perfect Equilibrium, and the 'Curse' of Dimensionality
    Econometrica, 2001, 69, (5), 1261-81 View citations (89)

2000

31. A Dynamic Oligopoly with Collusion and Price Wars
    RAND Journal of Economics, 2000, 31, (2), 207-236 View citations (94)
    See also Working Paper A Dynamic Oligopoly with Collusion and Price Wars, NBER Working Papers (1999) View citations (2) (1999)

1999

32. Voluntary Export Restraints on Automobiles: Evaluating a Trade Policy
    American Economic Review, 1999, 89, (3), 400-430 View citations (185)

1998

33. Empirical Implications of Alternative Models of Firm Dynamics
    Journal of Economic Theory, 1998, 79, (1), 1-45 View citations (304)
    See also Working Paper EMPIRICAL IMPLICATIONS OF ALTERNATIVE MODELS OF FIRM DYNAMICS, Working Papers (1990) View citations (100) (1990)
34. How to Count Patents and Value Intellectual Property: The Uses of Patent Renewal and Application Data
    Journal of Industrial Economics, 1998, 46, (4), 405-432 View citations (331)
    See also Working Paper How to Count Patents and Value Intellectual Property: Uses of Patent Renewal and Application Data, NBER Working Papers (1996) View citations (55) (1996)

1997

35. Human capital development and welfare participation: A comment
    Carnegie-Rochester Conference Series on Public Policy, 1997, 46, (1), 45-48

1996

36. The Dynamics of Productivity in the Telecommunications Equipment Industry
    Econometrica, 1996, 64, (6), 1263-97 View citations (4180)
    See also Working Paper The Dynamics Of Productivity In The Telecommunications Equipment Industry, Working Papers (1992) View citations (120) (1992)

1995

37. A limit theorem for a smooth class of semiparametric estimators
    Journal of Econometrics, 1995, 65, (1), 295-332 View citations (76)
    See also Working Paper A Limit Theorem for a Smooth Class of Semiparametric Estimators, Cowles Foundation Discussion Papers (1994) View citations (15) (1994)
38. Automobile Prices in Market Equilibrium
    Econometrica, 1995, 63, (4), 841-90 View citations (2757)
    See also Working Paper Automobile Prices in Market Equilibrium: Part I and II, NBER Working Papers (1993) View citations (10) (1993)
39. Editors' introduction
    Journal of Econometrics, 1995, 65, (1), 1-8
40. Markov-Perfect Industry Dynamics: A Framework for Empirical Work
    The Review of Economic Studies, 1995, 62, (1), 53-82 View citations (1384)

1994

41. Computing Markov-Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model
    RAND Journal of Economics, 1994, 25, (4), 555-589 View citations (250)
    See also Working Paper Computing Markov Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model, NBER Technical Working Papers (1992) View citations (4) (1992)

1993

42. Applications and Limitations of Some Recent Advances in Empirical Industrial Organization: Price Indexes and the Analysis of Environmental Change
    American Economic Review, 1993, 83, (2), 241-46 View citations (61)
43. Some Applications and Limitations of Recent Advances in Empirical Industrial Organization: Merger Analysis
    American Economic Review, 1993, 83, (2), 247-52 View citations (120)

1989

44. Patent Renewal Data
    Brookings Papers on Economic Activity, 1989, 20, (1989 Microeconomics), 331-410 View citations (60)
45. Simulation and the Asymptotics of Optimization Estimators
    Econometrica, 1989, 57, (5), 1027-57 View citations (744)

1988

46. Looking for the News in the Noise. Additional Stochastic Implications of Optimal Consumption Choise
    Annals of Economics and Statistics, 1988, (9), 29-46 View citations (2)
    See also Working Paper Looking for the News in the Noise - Additional Stochastic Implications of Optimal Consumption Choice, NBER Working Papers (1984) View citations (5) (1984)

1987

47. Mueller's Profits in the Long Run
    RAND Journal of Economics, 1987, 18, (2), 319-332 View citations (8)

1986

48. Estimates of the Value of Patent Rights in European Countries during the Post-1950 Period
    Economic Journal, 1986, 96, (384), 1052-76 View citations (310)
    See also Working Paper Estimates of the Value of Patent Rights in European Countries During thePost-1950 Period, NBER Working Papers (1985) View citations (2) (1985)
49. Patents as Options: Some Estimates of the Value of Holding European Patent Stocks
    Econometrica, 1986, 54, (4), 755-84 View citations (529)
    See also Working Paper Patents as Options: Some Estimates of the Value of Holding European Patent Stocks, NBER Working Papers (1984) View citations (220) (1984)

1985

50. On Patents, R&D, and the Stock Market Rate of Return
    Journal of Political Economy, 1985, 93, (2), 390-409 View citations (192)
    See also Working Paper On Patents, R & D, and the Stock Market Rate of Return, Scholarly Articles (1985) View citations (190) (1985)
51. Valeur et obsolescence des brevets: une analyse des statistiques de renouvellement des brevets européens
    Revue Économique, 1985, 36, (5), 917-942 View citations (6)

1984

52. Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs
    The Review of Economic Studies, 1984, 51, (2), 243-262 View citations (91)
    See also Working Paper Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs, NBER Working Papers (1982) View citations (29) (1982)

1983

53. On Group Effects and Errors in Variables in Aggregation
    The Review of Economics and Statistics, 1983, 65, (1), 168-73 View citations (14)
54. Optimum Contracts for Research Personnel, Research Employment, and the Establishment of "Rival" Enterprises
    Journal of Labor Economics, 1983, 1, (4), 345-65 View citations (115)
    See also Working Paper Optimum Contracts for Research Personnel, Research Employment, and the Establishment of "Rival" Enterprises, Scholarly Articles (1983) View citations (105) (1983)

1982

55. On the Asymptotic Bias of Wald-Type Estimators of a Straight Line When Both Variables Are Subject to Error
    International Economic Review, 1982, 23, (2), 491-97 View citations (15)

1981

56. On Measuring the Variance-Age Profile of Lifetime Earnings
    The Review of Economic Studies, 1981, 48, (3), 385-394 View citations (6)
    See also Working Paper On Measuring the Variance-Age Profile of Lifetime Earnings, UCLA Economics Working Papers (1981) View citations (6) (1981)

1980

57. Patents and R&D at the firm level: A first report
    Economics Letters, 1980, 5, (4), 377-381 View citations (301)

Books

1995

1. Essays in Applied Economics: A Volume in Honor of Zvi Griliches
   NBER Books, National Bureau of Economic Research, Inc

Edited books

2017

1. Advances in Economics and Econometrics
   Cambridge Books, Cambridge University Press View citations (118)
2. Advances in Economics and Econometrics
   Cambridge Books, Cambridge University Press View citations (118)
3. Advances in Economics and Econometrics
   Cambridge Books, Cambridge University Press View citations (118)
4. Advances in Economics and Econometrics
   Cambridge Books, Cambridge University Press View citations (118)

Chapters

2011

1. Comment on "Oil, Automobiles, and the US Economy: How Much Have Things Really Changed?"
   A chapter in NBER Macroeconomics Annual 2010, volume 25, 2011, pp 375-381

2010

2. Hedonics and the Consumer Price Index
   A chapter in Contributions in Memory of Zvi Griliches, 2010, pp 729-748
   See also Journal Article Hedonics and the Consumer Price Index, GENES (2005) View citations (5) (2005)

2007

3. A Framework for Applied Dynamic Analysis in IO
   Elsevier View citations (80)
   See also Working Paper A Framework for Applied Dynamic Analysis in I.O, National Bureau of Economic Research, Inc (2000) View citations (10) (2000)
4. Econometric Tools for Analyzing Market Outcomes
   Chapter 63 in Handbook of Econometrics, 2007, vol. 6A View citations (462)

1984

5. An Exploration into the Determinants of Research Intensity
   A chapter in R&D, Patents, and Productivity, 1984, pp 209-232 View citations (52)
   See also Working Paper An Exploration Into the Determinants of Research Intensity, C.V. Starr Center for Applied Economics, New York University (1980) View citations (3) (1980)
6. Patents and R&D at the Firm Level: A First Look
   A chapter in R&D, Patents, and Productivity, 1984, pp 55-72 View citations (230)
7. Patents, R&D, and the Stock Market Rate of Return: A Summary of Some Empirical Results
   A chapter in R&D, Patents, and Productivity, 1984, pp 253-260 View citations (2)
8. The Rate of Obsolescence of Patents, Research Gestation Lags, and the Private Rate of Return to Research Resources
   A chapter in R&D, Patents, and Productivity, 1984, pp 73-88 View citations (314)