Guido Imbens

Publications

2012 |2011 |2010 |2009 |2008 |2007 |2006 |2005 |2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1993 | 1992 | 1991 | 1990 | 1989 | 1988 | 1987

Co-Authors	Title	Link	Citation
Forthcoming Publications Return to top Forthcoming Publications
Thomas Barrios Rebecca Diamond Michal Kolesar	Clustering, Spatial Correlations and Randomization Inference	PDF	Journal of the American Statistical Association forthcoming
Alberto Abadie	A Martingale Representation for Matching Estimators	PDF	Journal of the American Statistical Association forthcoming
Karthik Kalyanaraman	Optimal Bandwith Choice for the Regression Discontinuity Estimator	PDF	Review of Economic Studies forthcoming
Alberto Abadie	Estimation of the Conditional Variance in Paired Experiments	PDF	Annales d’Economie et de Statistique, forthcoming
2012 Return to top 2012

2011 Return to top 2011
Alberto Abadie	Bias-Corrected Matching Estimators for Average Treatment Effects	PDF	Journal of Business and Economic Statistics, Vol 29(1): 1-11
2010 Return to top 2010
	Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)	PDF	Journal of Economic Literature, Vol 48(2): 399-423
	An Economist's Perspective on Shadish (2010) and West and Thoemmes (2010)	PDF	Psychological Methods, Vol 15(1): 47-55
2009 Return to top 2009
Whitney Newey	Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity	PDF	Econometrica, Vol 77(5): 1481-1512.
Jeffrey Wooldridge	Recent Developments in the Econometrics of Program Evaluation	PDF	Journal of Economic Literature, Vol 47(1), 5-86.
Richard Crump V. Joseph Hotz Oscar Mitnik	Dealing with Limited Overlap in Estimation of Average Treatment Effects	PDF	Biometrika Vol 96(1): 187-199.
Stephen Donald Whitney Newey	Choosing Instrumental Variables in Conditional Moment Restriction Models	PDF	Journal of Econometrics Vol 152(1): 28-36.
2008 Return to top 2008
Alberto Abadie	On the Failure of the Bootstrap for Matching Estimators	PDF	Econometrica, Vol 76(6), 1537-1557.
Richard Crump V. Joseph Hotz Oscar Mitnik	Nonparametric Tests for Treatment Effect Heterogeneity	PDF	Review of Economics and Statistics Vol 90(3): 389-405.
Thomas Lemieux	Special Issue Editors’ Introduction: The Regression Discontinuity Design - Theory and Applications	PDF	Journal of Econometrics Vol 142(2): 611-614.
Thomas Lemieux	Regression Discontinuity Designs: A Guide to Practice	PDF	Journal of Econometrics Vol 142(2): 615-635.
Alberto Abadie	Estimation of the Conditional Variance in Paired Experiments	PDF	Annales d'Economie et de Statistique Vol 91/92: 175-187.
2007 Return to top 2007
Susan Athey	Discrete Choice Models with Multiple Unobserved Choice Characteristics	PDF	International Economic Review, Vol 48(4): 1159-1192.
Richard Blundell Whitney Newey Torsten Persson	Nonadditive Models with Endogenous Regressors		Advances in Economics and Econometrics, Ninth World Congress of the Econometric Socieity, Vol. III, Chapter 2.
Victor Chernozhukov Whitney Newey	Instrumental Variable Estimation of Nonseparable Models	PDF	Journal of Econometrics Vol 139(1): 4-14.
2006 Return to top 2006
Susan Athey	Identification and Inference in Nonlinear Difference-In-Differences Models	PDF	Econometrica, Vol 74(2), 431-497
Alberto Abadie	Large Sample Properties of Matching Estimators for Average Treatment Effects	PDF	Econometrica Vol 74(1) 235-267
Lisa Lynch	Re-employment Probabilities Over the Business Cycle	PDF	Portuguese Economic Journal Vol 5(2): 111-134.
V. Joseph Hotz Jacob Klerman	Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program	PDF	Journal of Labor Economics, Vol 24(3): 521-566.
2005 Return to top 2005
Joseph Hotz Julie Mortimer	Predicting the Efficacy of Future Training Programs Using Past Experiences	PDF	Journal of Econometrics, Vol 125(1-2), 241-270
Richard Spady	The Performance of Empirical Likelihood and its Generalizations	PDF	Identification and Inference for Econometric Models, Essays in Honor of Thomas Rothenberg, Cambridge University Press
Paul Rosenbaum	Randomization Inference with an Instrumental Variable	PDF	Journal of the Royal Statistical Society, Series A, Vol 168(1), 109-126
2004 Return to top 2004
Charles Manski	Confidence Intervals for Partially Identified Parameters	PDF	Econometrica, Vol 72(6): 1845-1857
Gary Chamberlain	Random Effects Estimators with Many Instrumental Variables	PDF	Econometrica, Vol 72(1): 295-306
Alberto Abadie David Drukker Jane Herr	Implementing Matching Estimators for Average Treatment Effects in Stata	PDF	The STATA Journal, Vol 4(3) 290-311
Fabrizia Mealli Mario Ferro Mario Biggeri	Analyzing a Randomized Trial on Breast Self-examination with Noncompliance and Missing Outcomes	PDF	Biostatistics, 5(2), 2007-222
Keisuke Hirano	The Propensity Score with Continuous Treatments		Applied Bayesian Modelling and Causal Inference from Missing Data Perspectives, Gelman and Meng (eds.), Wiley
	Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review	PDF	Review of Economics and Statistics
2003 Return to top 2003
Gary Chamberlain	Nonparametric Application of Bayesian Inference	PDF	Journal of Business and Economic Statistics, Vol 21(1): 12-18.
	Sensitivity to Exogeneity Assumptions in Program Evaluation	PDF	The American Economic Review, Papers and Proceedings
Stephen Donald Whitney Newey	Empirical Likelihood Estimation and Consistent Tests with Conditional Moment Restrictions	PDF	Journal of Econometrics, Vol 117(1): 55-93.
Keisuke Hirano Geert Ridder	Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score	PDF	Econometrica, Vol 71(4): 1161-1189.
2002 Return to top 2002
Richard Spady	Confidence Intervals in Generalized Method of Moments Models	PDF	Journal of Econometrics 107 (2002) 87-98.
Alberto Abadie Joshua Angrist	Instrumental variables estimates of the effect of subsidized training on the quantiles of trainee earnings	PDF	Econometrica, Vol 70(1): 91-117.
	Generalized method of moments and empirical likelihood	PDF	Journal of Business and Economic Statistics, Vol 20(4): 493-506.
Joshua Angrist	Comment on: 'Covariance Adjustment in Randomized Experiments and Observational Studies', by Paul Rosenbaum	PDF	Statistical Science, Vol 17(3): August, 304-307.
2001 Return to top 2001
Keisuke Hirano Geert Ridder Donald Rubin	Combining Panel Data Sets with Attrition and Refreshment Samples	PDF	Econometrica, Vol. 69(6): 1645-1659.
Keisuke Hirano	Estimation of Causal Effects Using Propensity Score Weighting: An Application to Data on Right Hear Catherization	PDF	Health Services and Outcome Research Methodology
Dean Hyslop	Bias from Classical and Other Forms of Measurement Error	PDF	Journal of Business and Economic Statistics, October, Vol. 19(4): 475-481.
Donald Rubin Bruce Sacerdote	Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings and Consumption: Evidence from a Survey of Lottery Players	PDF	American Economic Review, Vol. 91(4): 778-794.
	Comment on: "Estimation of Limited-Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice', by Joshua Angrist	PDF	Journal of Business and Economic Statistics, Vol 19(1): 17-20.
2000 Return to top 2000
Joshua Angrist Kathryn Graddy	The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish	PDF	Review of Economic Studies, 67, July, 499-527.
	The Role of the Propensity Score in Estimating Dose-Response Functions	PDF	Biometrika, Vol. 87(3): 706-710.
Keisuke Hirano Donald Rubin Xiao-Hua Zhou	Assessing the Effect of an influenza vaccine in an Encouragement Design	PDF	Biostatistics, Vol. 1(1): 69-88.
1999 Return to top 1999
Joshua Angrist	Comment on James Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumption Used in Making Program Evaluations	PDF	The Journal of Human Resources, Vol. 34(4): 823-827.
Joshua Angrist Alan Krueger	Jackknife Instrumental Variables Estimation	PDF	Journal of Applied Econometrics, Vol. 14: 57-67.
Judith Hellerstein	“Imposing Moment Restrictions by Weighting	PDF	Review of Economics and Statistics, LXXXI, 1-14.
1998 Return to top 1998
Phillip Johnson Richard Spady	Information Theoretic Approaches to Inference in Moment Condition Models	PDF	Econometrica, Vol. 66, 333-357.
1997 Return to top 1997
Donald Rubin	Estimating Outcome Distributions for Compliers in Instrumental Variable Models	PDF	Review of Economic Studies, October
	One-step Estimators for Over-identified Generalized Method of Moments Models	PDF	Review of Economic Studies, July
Donald Rubin	Bayesian Inference for Causal Effects in Randomized Experiments with Noncompliance	PDF	Annals of Statistics, Vol 25(1): 305–327.
	Book review of "The Foundations of Econometric Analysis" by David Hendry and Mary Morgan	PDF	Journal of Applied Econometrics, Vol 12: 91-94.
1996 Return to top 1996
Tony Lancaster	Efficient Estimation and Stratified Sampling	PDF	Journal of Econometrics, Vol. 74(2): 289-318.
Joshua Angrist Donald Rubin	Identification of Causal effects Using Instrumental Variables	PDF	Journal of Econometrics, Vol 71(1-2): 145-160.
Tony Lancaster	Case-Control Studies with Contaminated Controls	PDF	Journal of Econometrics, Vol 71(1-2): 145-160.
1995 Return to top 1995
Donald Rubin	Discussion of: 'Causal Diagrams for Empirical Research' by J. Pearl	PDF	Biometrika, Vol 82(4): 694-695.
Joshua Angrist	Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity	PDF	Journal of the American Statistical Association, Vol 90(430): 431-442.
1994 Return to top 1994
Tony Lancaster	Optimal Stock/Flow Panels	PDF	Journal of Econometrics, Vol 66(182): December 1994.
	Transition Models in a Non-Stationary Environment	PDF	Review of Economics and Statistics, Vol. LXXVI(4): 703-720.
Tony Lancaster	Combining Micro and Macro Data in Microeconometric Models	PDF	Review of Economic Studies, Vol. 61(4): 655-680.
Joshua Angrist	Identification and Estimation of Local Average Treatment Effects	PDF	Econometrica, Vol 62(2): 467-476.
1992 Return to top 1992
	An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling		Econometrica, Vol 60(5): 1187-1214.
1991 Return to top 1991
1990 Return to top 1990
1989 Return to top 1989
1988 Return to top 1988
1987 Return to top 1987