Details about Guido Imbens

Homepage:	http://elsa.berkeley.edu/~imbens/
Phone:	650-642-5843
Postal address:	department of economics 661 Evans Hall #3880 UC Berkeley Berkeley, CA 94720-3880 USA
Workplace:	Graduate School of Business, Stanford University, (more information at EDIRC) National Bureau of Economic Research (NBER), (more information at EDIRC)

Access statistics for papers by Guido Imbens.

Last updated 2023-03-10. Update your information in the RePEc Author Service.

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Working Papers

2024

1. Design-Robust Two-Way-Fixed-Effects Regression For Panel Data
   Papers, arXiv.org View citations (4)
2. Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
   Papers, arXiv.org View citations (9)
3. Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference
   Papers, arXiv.org View citations (2)

2023

4. A Design-Based Perspective on Synthetic Control Methods
   Papers, arXiv.org View citations (6)
5. Causal Models for Longitudinal and Panel Data: A Survey
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (4)
6. Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control
   NBER Working Papers, National Bureau of Economic Research, Inc View citations (1)
7. Fixed Effects and the Generalized Mundlak Estimator
   Papers, arXiv.org View citations (2)
8. Optimal Experimental Design for Staggered Rollouts
   Papers, arXiv.org View citations (3)
   Also in Research Papers, Stanford University, Graduate School of Business (2019) View citations (12)
9. Semiparametric Estimation of Treatment Effects in Randomized Experiments
   Papers, arXiv.org View citations (3)
   Also in Research Papers, Stanford University, Graduate School of Business (2021) View citations (1)
   NBER Working Papers, National Bureau of Economic Research, Inc (2021) View citations (1)

2022

10. Doubly Robust Identification for Causal Panel Data Models
    Papers, arXiv.org View citations (12)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2021) View citations (5)
11. Matrix Completion Methods for Causal Panel Data Models
    Papers, arXiv.org View citations (25)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2018) View citations (42)
    See also Journal Article Matrix Completion Methods for Causal Panel Data Models, Journal of the American Statistical Association, Taylor & Francis Journals (2021) View citations (105) (2021)
12. When Should You Adjust Standard Errors for Clustering?
    Papers, arXiv.org View citations (598)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) View citations (782)
    NBER Working Papers, National Bureau of Economic Research, Inc (2017) View citations (769)

2021

13. Causality in econometrics: methods in conversation with practice
    Nobel Prize in Economics documents, Nobel Prize Committee
14. Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models
    Papers, arXiv.org View citations (10)
15. Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations
    Papers, arXiv.org View citations (6)
16. Multiple Randomization Designs
    Papers, arXiv.org View citations (6)

2020

17. Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
    Papers, arXiv.org View citations (19)
18. Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
    Papers, arXiv.org View citations (2)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) View citations (15)

2019

19. Ensemble Methods for Causal Effects in Panel Data Settings
    Papers, arXiv.org View citations (27)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2019) View citations (28)
    See also Journal Article Ensemble Methods for Causal Effects in Panel Data Settings, AEA Papers and Proceedings, American Economic Association (2019) View citations (27) (2019)
20. Machine Learning Methods Economists Should Know About
    Research Papers, Stanford University, Graduate School of Business View citations (406)
    Also in Papers, arXiv.org (2019) View citations (321)
21. Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (12)
    See also Journal Article Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics, Journal of Economic Literature, American Economic Association (2020) View citations (42) (2020)
22. Sampling-based vs. Design-based Uncertainty in Regression Analysis
    Papers, arXiv.org View citations (6)
    Also in Research Papers, Stanford University, Graduate School of Business (2017) View citations (15)
23. Synthetic Difference In Differences
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (42)
    Also in Working Papers, CEMFI (2019) View citations (35)
    See also Journal Article Synthetic Difference-in-Differences, American Economic Review, American Economic Association (2021) View citations (232) (2021)
24. The Role of the Propensity Score in Fixed Effect Models
    Working Papers, CEMFI View citations (11)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2018) View citations (8)
25. The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (43)

2018

26. A Causal Bootstrap
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (2)
27. Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions
    Papers, arXiv.org View citations (75)
    See also Journal Article Approximate residual balancing: debiased inference of average treatment effects in high dimensions, Journal of the Royal Statistical Society Series B, Royal Statistical Society (2018) View citations (93) (2018)
28. Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton
    Research Papers, Stanford University, Graduate School of Business View citations (4)
29. Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (131)
    Also in Research Papers, Stanford University, Graduate School of Business (2018) View citations (149)
    Papers, arXiv.org (2018) View citations (139)
    See also Journal Article Design-based analysis in Difference-In-Differences settings with staggered adoption, Journal of Econometrics, Elsevier (2022) View citations (154) (2022)
30. Estimation Considerations in Contextual Bandits
    Papers, arXiv.org View citations (3)

2017

31. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    Papers, arXiv.org View citations (37)
    See also Journal Article Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges, American Economic Review, American Economic Association (2017) View citations (37) (2017)
32. Redefine Statistical Significance
    Artefactual Field Experiments, The Field Experiments Website View citations (13)
    See also Journal Article Redefine statistical significance, Nature Human Behaviour, Nature (2018) View citations (91) (2018)

2016

33. Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (183)
34. Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
    Research Papers, Stanford University, Graduate School of Business View citations (11)
35. External Validity in Fuzzy Regression Discontinuity Designs
    LIDAM Discussion Papers CORE, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE) View citations (5)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2014) View citations (55)
    See also Journal Article External Validity in Fuzzy Regression Discontinuity Designs, Journal of Business & Economic Statistics, Taylor & Francis Journals (2020) View citations (22) (2020)
36. Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching
    NBER Working Papers, National Bureau of Economic Research, Inc
    Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2016)
    See also Journal Article Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching, Journal of Business & Economic Statistics, Taylor & Francis Journals (2020) View citations (2) (2020)
37. The Econometrics of Randomized Experiments
    Papers, arXiv.org View citations (32)
38. The State of Applied Econometrics - Causality and Policy Evaluation
    Papers, arXiv.org View citations (29)
    See also Journal Article The State of Applied Econometrics: Causality and Policy Evaluation, Journal of Economic Perspectives, American Economic Association (2017) View citations (495) (2017)

2015

39. Exact P-Values for Network Interference
    Research Papers, Stanford University, Graduate School of Business View citations (24)
    Also in Research Papers, Stanford University, Graduate School of Business (2015) View citations (3)
    NBER Working Papers, National Bureau of Economic Research, Inc (2015) View citations (20)
    See also Journal Article Exact p-Values for Network Interference, Journal of the American Statistical Association, Taylor & Francis Journals (2018) View citations (58) (2018)
40. Identification and Inference With Many Invalid Instruments
    Scholarly Articles, Harvard University Department of Economics View citations (47)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2011) View citations (10)
    See also Journal Article Identification and Inference With Many Invalid Instruments, Journal of Business & Economic Statistics, Taylor & Francis Journals (2015) View citations (50) (2015)
41. Machine Learning for Estimating Heterogeneous Causal Effects
    Research Papers, Stanford University, Graduate School of Business View citations (51)
42. Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments
    Research Papers, Stanford University, Graduate School of Business
    See also Journal Article Propensity score matching and subclassification in observational studies with multi‐level treatments, Biometrics, The International Biometric Society (2016) View citations (24) (2016)
43. Recursive Partitioning for Heterogeneous Causal Effects
    Papers, arXiv.org View citations (6)

2014

44. Finite Population Causal Standard Errors
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (36)
45. Instrumental Variables: An Econometrician's Perspective
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (74)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2014) View citations (73)
46. Matching Methods in Practice: Three Examples
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (62)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2014) View citations (62)
    See also Journal Article Matching Methods in Practice: Three Examples, Journal of Human Resources, University of Wisconsin Press (2015) View citations (258) (2015)
47. Why High-order Polynomials Should not be Used in Regression Discontinuity Designs
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (223)
    See also Journal Article Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs, Journal of Business & Economic Statistics, Taylor & Francis Journals (2019) View citations (426) (2019)

2013

48. Why ask Why? Forward Causal Inference and Reverse Causal Questions
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (37)

2012

49. Robust Standard Errors in Small Samples: Some Practical Advice
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (32)
    See also Journal Article Robust Standard Errors in Small Samples: Some Practical Advice, The Review of Economics and Statistics, MIT Press (2016) View citations (113) (2016)

2011

50. Robust Inference for Misspecified Models Conditional on Covariates
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (3)

2010

51. An Empirical Model for Strategic Network Formation
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (85)
    Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010) View citations (84)
52. Clustering, Spatial Correlations and Randomization Inference
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (4)
    See also Journal Article Clustering, Spatial Correlations, and Randomization Inference, Journal of the American Statistical Association, Taylor & Francis Journals (2012) View citations (88) (2012)
53. Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (38)
54. Optimal bandwidth choice for the regression discontinuity estimator
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (27)
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2009) View citations (122)
    NBER Working Papers, National Bureau of Economic Research, Inc (2009) View citations (166)
    See also Journal Article Optimal Bandwidth Choice for the Regression Discontinuity Estimator, The Review of Economic Studies, Review of Economic Studies Ltd (2012) View citations (1054) (2012)

2009

55. A Martingale Representation for Matching Estimators
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (1)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2009) View citations (1)
    See also Journal Article A Martingale Representation for Matching Estimators, Journal of the American Statistical Association, Taylor & Francis Journals (2012) View citations (32) (2012)
56. Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (226)
    See also Journal Article Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009), Journal of Economic Literature, American Economic Association (2010) View citations (196) (2010)
57. Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (12)
    See also Journal Article Complementarity and aggregate implications of assortative matching: A nonparametric analysis, Quantitative Economics, Econometric Society (2014) View citations (33) (2014)
58. Dealing with Limited Overlap in Estimation of Average Treatment Effects
    Scholarly Articles, Harvard University Department of Economics View citations (365)
    Also in Working Papers, University of Miami, Department of Economics (2007) View citations (18)
    See also Journal Article Dealing with limited overlap in estimation of average treatment effects, Biometrika, Biometrika Trust (2009) View citations (401) (2009)
59. Matching on the Estimated Propensity Score
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (29)
    See also Journal Article Matching on the Estimated Propensity Score, Econometrica, Econometric Society (2016) View citations (252) (2016)
60. Recent Developments in the Econometrics of Program Evaluation
    Scholarly Articles, Harvard University Department of Economics View citations (2507)
    Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2008) View citations (166)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2008) View citations (165)
    NBER Working Papers, National Bureau of Economic Research, Inc (2008) View citations (172)
    See also Journal Article Recent Developments in the Econometrics of Program Evaluation, Journal of Economic Literature, American Economic Association (2009) View citations (2626) (2009)

2008

61. Nonparametric Tests for Treatment Effect Heterogeneity
    Scholarly Articles, Harvard University Department of Economics View citations (73)
    Also in Working Papers, University of Miami, Department of Economics (2006) View citations (3)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2006) View citations (19)
    NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006) View citations (3)
    See also Journal Article Nonparametric Tests for Treatment Effect Heterogeneity, The Review of Economics and Statistics, MIT Press (2008) View citations (71) (2008)
62. On the Failure of the Bootstrap for Matching Estimators
    Scholarly Articles, Harvard University Department of Economics View citations (385)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006) View citations (100)
    See also Journal Article On the Failure of the Bootstrap for Matching Estimators, Econometrica, Econometric Society (2008) View citations (404) (2008)
63. The Regression Discontinuity Design — Theory and Applications
    Scholarly Articles, Harvard University Department of Economics View citations (12)

2007

64. Estimating average treatment effects in Stata
    West Coast Stata Users' Group Meetings 2007, Stata Users Group View citations (7)
65. Regression Discontinuity Designs: A Guide to Practice
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (124)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2007) View citations (120)
    See also Journal Article Regression discontinuity designs: A guide to practice, Journal of Econometrics, Elsevier (2008) View citations (1838) (2008)

2006

66. Discrete Choice Models with Multiple Unobserved Choice Characteristics
    Levine's Bibliography, UCLA Department of Economics
    See also Journal Article DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2007) View citations (22) (2007)
67. Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (94)
    See also Journal Article Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program, Journal of Labor Economics, University of Chicago Press (2006) View citations (94) (2006)
68. Matching methods for estimating treatment effects using Stata
    North American Stata Users' Group Meetings 2006, Stata Users Group View citations (1)
69. Mean-squared-error Calculations for Average Treatment Effects
    IEPR Working Papers, Institute of Economic Policy Research (IEPR) View citations (12)
    Also in IEPR Working Papers, Institute of Economic Policy Research (IEPR) (2005) View citations (22)
70. Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand
    Working Papers, University of Miami, Department of Economics View citations (75)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006) View citations (75)
    IZA Discussion Papers, Institute of Labor Economics (IZA) (2006) View citations (75)
71. Re-Employment Probabilities over the Business Cycle
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (38)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (1993) View citations (11)
    See also Journal Article Re-employment probabilities over the business cycle, Portuguese Economic Journal, Springer (2006) View citations (39) (2006)

2004

72. Identification and Estimation of Triangular Simultaneous Equations Models without Additivity
    Econometric Society 2004 North American Summer Meetings, Econometric Society View citations (8)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002) View citations (30)
    See also Journal Article Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity, Econometrica, Econometric Society (2009) View citations (447) (2009)

2003

73. Confidence intervals for partially identified parameters
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies View citations (7)
    See also Journal Article Confidence Intervals for Partially Identified Parameters, Econometrica, Econometric Society (2004) View citations (400) (2004)
74. Identification and Inference in Nonlinear Difference-in-Differences Models
    Levine's Working Paper Archive, David K. Levine View citations (2)
    Also in NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002) View citations (24)
    See also Journal Article Identification and Inference in Nonlinear Difference-in-Differences Models, Econometrica, Econometric Society (2006) View citations (543) (2006)
75. Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (80)
    See also Journal Article Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review, The Review of Economics and Statistics, MIT Press (2004) View citations (1564) (2004)

2002

76. Simple and Bias-Corrected Matching Estimators for Average Treatment Effects
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (293)

2001

77. The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program
    Working Papers, RAND Corporation View citations (3)
    Also in NBER Working Papers, National Bureau of Economic Research, Inc (2000) View citations (44)

2000

78. Bias from Classical and Other Forms of Measurement Error
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (18)
    See also Journal Article Bias from Classical and Other Forms of Measurement Error, Journal of Business & Economic Statistics, American Statistical Association (2001) View citations (116) (2001)
79. Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (54)
    Also in Econometric Society World Congress 2000 Contributed Papers, Econometric Society (2000) View citations (36)
    See also Journal Article Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score, Econometrica, Econometric Society (2003) View citations (1184) (2003)
80. The Analysis of Randomized Experiments with Missing Data
    RFF Working Paper Series, Resources for the Future View citations (1)
    Also in Discussion Papers, Resources for the Future (2000)

1999

81. Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (28)
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1999) View citations (26)
    Other publications TiSEM, Tilburg University, School of Economics and Management (1999) View citations (24)
82. Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings
    Working papers, Massachusetts Institute of Technology (MIT), Department of Economics View citations (5)
    See also Journal Article Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings, Econometrica, Econometric Society (2002) View citations (453) (2002)
83. Predicting the Efficacy of Future Training Programs Using Past Experiences
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (37)
84. The Role of the Propensity Score in Estimating Dose-Response Functions
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (77)

1998

85. Combining Panel Data Sets with Attrition and Refreshment Samples
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (7)
    Also in Tinbergen Institute Discussion Papers, Tinbergen Institute (1998) View citations (7)
    See also Journal Article Combining Panel Data Sets with Attrition and Refreshment Samples, Econometrica, Econometric Society (2001) View citations (81) (2001)
86. Instrumental Variables Estimation of Quantile Treatment Effects
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (21)

1996

87. Hierarchical Bayes Models with Many Instrumental Variables
    Scholarly Articles, Harvard University Department of Economics View citations (15)
    Also in Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1996) View citations (15)
    NBER Technical Working Papers, National Bureau of Economic Research, Inc (1996) View citations (15)
88. Imposing Moment Restrictions from Auxiliary Data by Weighting
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (6)
    See also Journal Article Imposing Moment Restrictions From Auxiliary Data By Weighting, The Review of Economics and Statistics, MIT Press (1999) View citations (69) (1999)
89. Nonparametric Applications of Bayesian Inference
    Scholarly Articles, Harvard University Department of Economics
    Also in Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1996) View citations (1)
    NBER Technical Working Papers, National Bureau of Economic Research, Inc (1996)
    See also Journal Article Nonparametric Applications of Bayesian Inference, Journal of Business & Economic Statistics, American Statistical Association (2003) View citations (77) (2003)

1995

90. Average Causal Response with Variable Treatment Intensity
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (25)
    Also in Working Papers, Tilburg - Center for Economic Research (1992) View citations (29)
    Discussion Paper, Tilburg University, Center for Economic Research (1992) View citations (1)
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1992) View citations (1)
91. Identification and Estimation of Local Average Treatment Effects
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (68)
    See also Journal Article Identification and Estimation of Local Average Treatment Effects, Econometrica, Econometric Society (1994) View citations (2736) (1994)
92. Information Theoretic Approaches to Inference in Moment Condition Models
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (3)
    Also in Economics Papers, Economics Group, Nuffield College, University of Oxford (1995) View citations (2)
    Economics Papers, Economics Group, Nuffield College, University of Oxford View citations (3)
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1995) View citations (2)
    See also Journal Article Information Theoretic Approaches to Inference in Moment Condition Models, Econometrica, Econometric Society (1998) View citations (239) (1998)
93. Jackknife Instrumental Variables Estimation
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (9)
    See also Journal Article Jackknife Instrumental Variables Estimation, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (1999) View citations (190) (1999)
94. Non-Parametric Demand Analysis with an Application to the Demand for Fish
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (9)
95. Semiparametric Applications of Bayesian Influence
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (1)

1993

96. A New Approach to Generalized Method on Moments Estimation
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (6)
97. Case-Control Studies with Contaminated Controls
    Working Papers, Tilburg - Center for Economic Research
    Also in Discussion Paper, Tilburg University, Center for Economic Research (1993)
    Other publications TiSEM, Tilburg University, School of Economics and Management (1993)
    Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1992)
    See also Journal Article Case-control studies with contaminated controls, Journal of Econometrics, Elsevier (1996) View citations (38) (1996)
98. Evaluating the Cost of Conscription in the Netherlands
    Working Papers, C.V. Starr Center for Applied Economics, New York University View citations (1)
    Also in Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1993) View citations (1)
    See also Journal Article Evaluating the Cost of Conscription in The Netherlands, Journal of Business & Economic Statistics, American Statistical Association (1995) View citations (113) (1995)
99. Identification of Causal Effects Using Instrumental Variables
    NBER Technical Working Papers, National Bureau of Economic Research, Inc View citations (136)
100. Raking and Regression
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (2)

1992

101. Evolution and Rationality Some Recent Game-Theoretic Results. Identification and Estimation of Local Average Treatment Effects
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research

1991

102. AN EFFICIENT METHOD OF MOMENTS ESTIMATOR FOR DISCRETE CHOICE MODELS WITH CHOICE-BASED SAMPLING
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (3)
     Also in Discussion Paper, Tilburg University, Center for Economic Research (1990)
     Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
     Working Papers, Tilburg - Center for Economic Research (1990)
     See also Journal Article An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling, Econometrica, Econometric Society (1992) View citations (87) (1992)
103. Combining Micro and Macro Data in Microeconometric Models
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (8)
     See also Journal Article Combining Micro and Macro Data in Microeconometric Models, The Review of Economic Studies, Review of Economic Studies Ltd (1994) View citations (136) (1994)
104. EFFICIENT ESTIMATION AND STRATIFIED SAMPLING
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research View citations (1)
     Also in Discussion Paper, Tilburg University, Center for Economic Research (1991) View citations (1)
     Working Papers, Tilburg - Center for Economic Research (1991) View citations (8)
     See also Journal Article Efficient estimation and stratified sampling, Journal of Econometrics, Elsevier (1996) View citations (44) (1996)
105. Sources of Identifying Information in Evaluation Models
     Working Papers, Tilburg - Center for Economic Research View citations (33)
     Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1991) View citations (27)
     Discussion Paper, Tilburg University, Center for Economic Research (1991) View citations (32)
     Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1991) View citations (31)
     NBER Technical Working Papers, National Bureau of Economic Research, Inc (1991) View citations (33)

1989

106. Duration models with time-varying coefficients
     Other publications TiSEM, Tilburg University, School of Economics and Management
     Also in Research Memorandum, Tilburg University, School of Economics and Management (1989)
107. Efficient estimation of choice-based sample methods with the method of moments
     Research Memorandum, Tilburg University, School of Economics and Management
     Also in Other publications TiSEM, Tilburg University, School of Economics and Management (1989)

Undated

108. Standards for Regression Discontinuity Designs
     Mathematica Policy Research Reports, Mathematica Policy Research View citations (3)

Journal Articles

2022

1. Design-based analysis in Difference-In-Differences settings with staggered adoption
   Journal of Econometrics, 2022, 226, (1), 62-79 View citations (154)
   See also Working Paper Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption, NBER Working Papers (2018) View citations (131) (2018)

2021

2. Matrix Completion Methods for Causal Panel Data Models
   Journal of the American Statistical Association, 2021, 116, (536), 1716-1730 View citations (105)
   See also Working Paper Matrix Completion Methods for Causal Panel Data Models, Papers (2022) View citations (25) (2022)
3. Statistical Significance, p-Values, and the Reporting of Uncertainty
   Journal of Economic Perspectives, 2021, 35, (3), 157-74 View citations (37)
4. Synthetic Difference-in-Differences
   American Economic Review, 2021, 111, (12), 4088-4118 View citations (232)
   See also Working Paper Synthetic Difference In Differences, NBER Working Papers (2019) View citations (42) (2019)

2020

5. External Validity in Fuzzy Regression Discontinuity Designs
   Journal of Business & Economic Statistics, 2020, 38, (3), 593-612 View citations (22)
   See also Working Paper External Validity in Fuzzy Regression Discontinuity Designs, LIDAM Discussion Papers CORE (2016) View citations (5) (2016)
6. Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
   Journal of Business & Economic Statistics, 2020, 38, (2), 303-316 View citations (2)
   See also Working Paper Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching, NBER Working Papers (2016) (2016)
7. Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
   Journal of Economic Literature, 2020, 58, (4), 1129-79 View citations (42)
   See also Working Paper Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics, NBER Working Papers (2019) View citations (12) (2019)
8. Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
   Econometrica, 2020, 88, (1), 265-296 View citations (105)

2019

9. Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei
   Journal of the American Statistical Association, 2019, 114, (528), 1602-1604
10. Ensemble Methods for Causal Effects in Panel Data Settings
    AEA Papers and Proceedings, 2019, 109, 65-70 View citations (27)
    See also Working Paper Ensemble Methods for Causal Effects in Panel Data Settings, Papers (2019) View citations (27) (2019)
11. Machine Learning Methods That Economists Should Know About
    Annual Review of Economics, 2019, 11, (1), 685-725 View citations (383)
12. Optimized Regression Discontinuity Designs
    The Review of Economics and Statistics, 2019, 101, (2), 264-278 View citations (38)
13. Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs
    Journal of Business & Economic Statistics, 2019, 37, (3), 447-456 View citations (426)
    See also Working Paper Why High-order Polynomials Should not be Used in Regression Discontinuity Designs, NBER Working Papers (2014) View citations (223) (2014)

2018

14. Approximate residual balancing: debiased inference of average treatment effects in high dimensions
    Journal of the Royal Statistical Society Series B, 2018, 80, (4), 597-623 View citations (93)
    See also Working Paper Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions, Papers (2018) View citations (75) (2018)
15. Exact p-Values for Network Interference
    Journal of the American Statistical Association, 2018, 113, (521), 230-240 View citations (58)
    See also Working Paper Exact P-Values for Network Interference, Research Papers (2015) View citations (24) (2015)
16. Redefine statistical significance
    Nature Human Behaviour, 2018, 2, (1), 6-10 View citations (91)
    See also Working Paper Redefine Statistical Significance, Artefactual Field Experiments (2017) View citations (13) (2017)

2017

17. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
    American Economic Review, 2017, 107, (5), 278-81 View citations (37)
    See also Working Paper Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges, Papers (2017) View citations (37) (2017)
18. The State of Applied Econometrics: Causality and Policy Evaluation
    Journal of Economic Perspectives, 2017, 31, (2), 3-32 View citations (495)
    See also Working Paper The State of Applied Econometrics - Causality and Policy Evaluation, Papers (2016) View citations (29) (2016)

2016

19. Matching on the Estimated Propensity Score
    Econometrica, 2016, 84, 781-807 View citations (252)
    See also Working Paper Matching on the Estimated Propensity Score, NBER Working Papers (2009) View citations (29) (2009)
20. Propensity score matching and subclassification in observational studies with multi‐level treatments
    Biometrics, 2016, 72, (4), 1055-1065 View citations (24)
    See also Working Paper Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments, Research Papers (2015) (2015)
21. Robust Standard Errors in Small Samples: Some Practical Advice
    The Review of Economics and Statistics, 2016, 98, (4), 701-712 View citations (113)
    See also Working Paper Robust Standard Errors in Small Samples: Some Practical Advice, NBER Working Papers (2012) View citations (32) (2012)

2015

22. A Measure of Robustness to Misspecification
    American Economic Review, 2015, 105, (5), 476-80 View citations (23)
23. Identification and Inference With Many Invalid Instruments
    Journal of Business & Economic Statistics, 2015, 33, (4), 474-484 View citations (50)
    See also Working Paper Identification and Inference With Many Invalid Instruments, Scholarly Articles (2015) View citations (47) (2015)
24. Matching Methods in Practice: Three Examples
    Journal of Human Resources, 2015, 50, (2), 373-419 View citations (258)
    See also Working Paper Matching Methods in Practice: Three Examples, NBER Working Papers (2014) View citations (62) (2014)

2014

25. Complementarity and aggregate implications of assortative matching: A nonparametric analysis
    Quantitative Economics, 2014, 5, 29-66 View citations (33)
    See also Working Paper Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis, NBER Working Papers (2009) View citations (12) (2009)
26. Inference for Misspecified Models With Fixed Regressors
    Journal of the American Statistical Association, 2014, 109, (508), 1601-1614 View citations (22)

2013

27. Book Review Feature: Public Policy in an Uncertain World: By Charles F. Manski (Cambridge, MA: Harvard University Press. 2013, pp. 224, $39.95. ISBN: 978‐0674066892)
    Economic Journal, 2013, F401-F411
28. Rejoinder
    Journal of Business & Economic Statistics, 2013, 31, (3), 279-281
29. Social Networks and the Identification of Peer Effects
    Journal of Business & Economic Statistics, 2013, 31, (3), 253-264 View citations (269)

2012

30. A Martingale Representation for Matching Estimators
    Journal of the American Statistical Association, 2012, 107, (498), 833-843 View citations (32)
    See also Working Paper A Martingale Representation for Matching Estimators, IZA Discussion Papers (2009) View citations (1) (2009)
31. Clustering, Spatial Correlations, and Randomization Inference
    Journal of the American Statistical Association, 2012, 107, (498), 578-591 View citations (88)
    See also Working Paper Clustering, Spatial Correlations and Randomization Inference, NBER Working Papers (2010) View citations (4) (2010)
32. Optimal Bandwidth Choice for the Regression Discontinuity Estimator
    The Review of Economic Studies, 2012, 79, (3), 933-959 View citations (1054)
    See also Working Paper Optimal bandwidth choice for the regression discontinuity estimator, CeMMAP working papers (2010) View citations (27) (2010)

2011

33. Bias-Corrected Matching Estimators for Average Treatment Effects
    Journal of Business & Economic Statistics, 2011, 29, (1), 1-11 View citations (588)
    Also in Journal of Business & Economic Statistics, 2011, 29, (1), 1-11 (2011) View citations (561)

2010

34. Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
    Journal of Economic Literature, 2010, 48, (2), 399-423 View citations (196)
    See also Working Paper Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009), NBER Working Papers (2009) View citations (226) (2009)

2009

35. Choosing instrumental variables in conditional moment restriction models
    Journal of Econometrics, 2009, 152, (1), 28-36 View citations (56)
36. Dealing with limited overlap in estimation of average treatment effects
    Biometrika, 2009, 96, (1), 187-199 View citations (401)
    See also Working Paper Dealing with Limited Overlap in Estimation of Average Treatment Effects, Scholarly Articles (2009) View citations (365) (2009)
37. Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
    Econometrica, 2009, 77, (5), 1481-1512 View citations (447)
    See also Working Paper Identification and Estimation of Triangular Simultaneous Equations Models without Additivity, Econometric Society 2004 North American Summer Meetings (2004) View citations (8) (2004)
38. Recent Developments in the Econometrics of Program Evaluation
    Journal of Economic Literature, 2009, 47, (1), 5-86 View citations (2626)
    See also Working Paper Recent Developments in the Econometrics of Program Evaluation, Scholarly Articles (2009) View citations (2507) (2009)

2008

39. Estimation of the Conditional Variance in Paired Experiments
    Annals of Economics and Statistics, 2008, (91-92), 175-187 View citations (15)
40. Nonparametric Tests for Treatment Effect Heterogeneity
    The Review of Economics and Statistics, 2008, 90, (3), 389-405 View citations (71)
    See also Working Paper Nonparametric Tests for Treatment Effect Heterogeneity, Scholarly Articles (2008) View citations (73) (2008)
41. On the Failure of the Bootstrap for Matching Estimators
    Econometrica, 2008, 76, (6), 1537-1557 View citations (404)
    See also Working Paper On the Failure of the Bootstrap for Matching Estimators, Scholarly Articles (2008) View citations (385) (2008)
42. Regression discontinuity designs: A guide to practice
    Journal of Econometrics, 2008, 142, (2), 615-635 View citations (1838)
    See also Working Paper Regression Discontinuity Designs: A Guide to Practice, NBER Technical Working Papers (2007) View citations (124) (2007)
43. Special issue editors' introduction: The regression discontinuity design--Theory and applications
    Journal of Econometrics, 2008, 142, (2), 611-614 View citations (15)

2007

44. DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS
    International Economic Review, 2007, 48, (4), 1159-1192 View citations (22)
    See also Working Paper Discrete Choice Models with Multiple Unobserved Choice Characteristics, Levine's Bibliography (2006) (2006)
45. Instrumental variable estimation of nonseparable models
    Journal of Econometrics, 2007, 139, (1), 4-14 View citations (138)
46. Matched Sampling for Causal Effects by Donald B. Rubin
    International Statistical Review, 2007, 75, (2), 257-258

2006

47. Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program
    Journal of Labor Economics, 2006, 24, (3), 521-566 View citations (94)
    See also Working Paper Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program, NBER Working Papers (2006) View citations (94) (2006)
48. Identification and Inference in Nonlinear Difference-in-Differences Models
    Econometrica, 2006, 74, (2), 431-497 View citations (543)
    See also Working Paper Identification and Inference in Nonlinear Difference-in-Differences Models, Levine's Working Paper Archive (2003) View citations (2) (2003)
49. Large Sample Properties of Matching Estimators for Average Treatment Effects
    Econometrica, 2006, 74, (1), 235-267 View citations (1301)
50. Re-employment probabilities over the business cycle
    Portuguese Economic Journal, 2006, 5, (2), 111-134 View citations (39)
    See also Working Paper Re-Employment Probabilities over the Business Cycle, IZA Discussion Papers (2006) View citations (38) (2006)

2005

51. Predicting the efficacy of future training programs using past experiences at other locations
    Journal of Econometrics, 2005, 125, (1-2), 241-270 View citations (105)
52. Robust, accurate confidence intervals with a weak instrument: quarter of birth and education
    Journal of the Royal Statistical Society Series A, 2005, 168, (1), 109-126 View citations (52)

2004

53. Confidence Intervals for Partially Identified Parameters
    Econometrica, 2004, 72, (6), 1845-1857 View citations (400)
    See also Working Paper Confidence intervals for partially identified parameters, CeMMAP working papers (2003) View citations (7) (2003)
54. Implementing matching estimators for average treatment effects in Stata
    Stata Journal, 2004, 4, (3), 290-311 View citations (734)
55. Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review
    The Review of Economics and Statistics, 2004, 86, (1), 4-29 View citations (1564)
    See also Working Paper Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review, NBER Technical Working Papers (2003) View citations (80) (2003)
56. Random Effects Estimators with many Instrumental Variables
    Econometrica, 2004, 72, (1), 295-306 View citations (42)

2003

57. Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
    Econometrica, 2003, 71, (4), 1161-1189 View citations (1184)
    See also Working Paper Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score, NBER Technical Working Papers (2000) View citations (54) (2000)
58. Empirical likelihood estimation and consistent tests with conditional moment restrictions
    Journal of Econometrics, 2003, 117, (1), 55-93 View citations (124)
59. Nonparametric Applications of Bayesian Inference
    Journal of Business & Economic Statistics, 2003, 21, (1), 12-18 View citations (77)
    See also Working Paper Nonparametric Applications of Bayesian Inference, Scholarly Articles (1996) (1996)
60. Sensitivity to Exogeneity Assumptions in Program Evaluation
    American Economic Review, 2003, 93, (2), 126-132 View citations (170)

2002

61. Confidence intervals in generalized method of moments models
    Journal of Econometrics, 2002, 107, (1-2), 87-98 View citations (3)
62. Generalized Method of Moments and Empirical Likelihood
    Journal of Business & Economic Statistics, 2002, 20, (4), 493-506 View citations (37)
63. Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings
    Econometrica, 2002, 70, (1), 91-117 View citations (453)
    See also Working Paper Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings, Working papers (1999) View citations (5) (1999)

2001

64. Bias from Classical and Other Forms of Measurement Error
    Journal of Business & Economic Statistics, 2001, 19, (4), 475-81 View citations (116)
    See also Working Paper Bias from Classical and Other Forms of Measurement Error, NBER Technical Working Papers (2000) View citations (18) (2000)
65. Combining Panel Data Sets with Attrition and Refreshment Samples
    Econometrica, 2001, 69, (6), 1645-1659 View citations (81)
    See also Working Paper Combining Panel Data Sets with Attrition and Refreshment Samples, NBER Technical Working Papers (1998) View citations (7) (1998)
66. Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players
    American Economic Review, 2001, 91, (4), 778-794 View citations (355)
67. Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment
    Journal of Business & Economic Statistics, 2001, 19, (1), 17-20 View citations (14)

2000

68. The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish
    The Review of Economic Studies, 2000, 67, (3), 499-527 View citations (221)

1999

69. Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"
    Journal of Human Resources, 1999, 34, (4), 823-827 View citations (15)
70. Imposing Moment Restrictions From Auxiliary Data By Weighting
    The Review of Economics and Statistics, 1999, 81, (1), 1-14 View citations (69)
    See also Working Paper Imposing Moment Restrictions from Auxiliary Data by Weighting, NBER Technical Working Papers (1996) View citations (6) (1996)
71. Jackknife Instrumental Variables Estimation
    Journal of Applied Econometrics, 1999, 14, (1), 57-67 View citations (190)
    See also Working Paper Jackknife Instrumental Variables Estimation, NBER Technical Working Papers (1995) View citations (9) (1995)

1998

72. Information Theoretic Approaches to Inference in Moment Condition Models
    Econometrica, 1998, 66, (2), 333-358 View citations (239)
    See also Working Paper Information Theoretic Approaches to Inference in Moment Condition Models, NBER Technical Working Papers (1995) View citations (3) (1995)

1997

73. Estimating Outcome Distributions for Compliers in Instrumental Variables Models
    The Review of Economic Studies, 1997, 64, (4), 555-574 View citations (262)
74. One-Step Estimators for Over-Identified Generalized Method of Moments Models
    The Review of Economic Studies, 1997, 64, (3), 359-383 View citations (115)

1996

75. Case-control studies with contaminated controls
    Journal of Econometrics, 1996, 71, (1-2), 145-160 View citations (38)
    See also Working Paper Case-Control Studies with Contaminated Controls, Working Papers (1993) (1993)
76. Efficient estimation and stratified sampling
    Journal of Econometrics, 1996, 74, (2), 289-318 View citations (44)
    See also Working Paper EFFICIENT ESTIMATION AND STRATIFIED SAMPLING, Harvard Institute of Economic Research Working Papers (1991) View citations (1) (1991)

1995

77. Evaluating the Cost of Conscription in The Netherlands
    Journal of Business & Economic Statistics, 1995, 13, (2), 207-15 View citations (113)
    See also Working Paper Evaluating the Cost of Conscription in the Netherlands, Working Papers (1993) View citations (1) (1993)
78. Optimal stock/flow panels
    Journal of Econometrics, 1995, 66, (1-2), 325-348

1994

79. Combining Micro and Macro Data in Microeconometric Models
    The Review of Economic Studies, 1994, 61, (4), 655-680 View citations (136)
    See also Working Paper Combining Micro and Macro Data in Microeconometric Models, Harvard Institute of Economic Research Working Papers (1991) View citations (8) (1991)
80. Identification and Estimation of Local Average Treatment Effects
    Econometrica, 1994, 62, (2), 467-75 View citations (2736)
    See also Working Paper Identification and Estimation of Local Average Treatment Effects, NBER Technical Working Papers (1995) View citations (68) (1995)
81. Transition Models in a Non-stationary Environment
    The Review of Economics and Statistics, 1994, 76, (4), 703-20 View citations (21)

1992

82. An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling
    Econometrica, 1992, 60, (5), 1187-214 View citations (87)
    See also Working Paper AN EFFICIENT METHOD OF MOMENTS ESTIMATOR FOR DISCRETE CHOICE MODELS WITH CHOICE-BASED SAMPLING, Harvard Institute of Economic Research Working Papers (1991) View citations (3) (1991)

Software Items

2004

1. NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators
   Statistical Software Components, Boston College Department of Economics View citations (3)

Editor

1. Econometrica
   Econometric Society