NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH

NBER Working Papers by Guido Imbens

Contact and additional information for this authorAll NBER papers and publicationsNBER Working Papers onlyInformation about this author at RePEc

Working Papers

August 2014Why High-order Polynomials Should not be Used in Regression Discontinuity Designs
with Andrew Gelman: w20405
July 2014Finite Population Causal Standard Errors
with Alberto Abadie, Susan Athey, Jeffrey M. Wooldridge: w20325
March 2014Instrumental Variables: An Econometrician's Perspective
w19983
Matching Methods in Practice: Three Examples
w19959
November 2013Why ask Why? Forward Causal Inference and Reverse Causal Questions
with Andrew Gelman: w19614
October 2012Robust Standard Errors in Small Samples: Some Practical Advice
with Michal Kolesar: w18478
October 2011Identification and Inference with Many Invalid Instruments
with Michal Kolesár, Raj Chetty, John N. Friedman, Edward L. Glaeser: w17519
September 2011Robust Inference for Misspecified Models Conditional on Covariates
with Alberto Abadie, Fanyin Zheng: w17442

\Inference for Misspeci ed Models with Fixed Regressors," with G.W. Imbens and F. Zheng. Journal of the American Statistical Association (forthcoming).

October 2010Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach
with Bryan S. Graham, Geert Ridder: w16499
May 2010An Empirical Model for Strategic Network Formation
with Nicholas A. Christakis, James H. Fowler, Karthik Kalyanaraman: w16039
February 2010Clustering, Spatial Correlations and Randomization Inference
with Thomas Barrios, Rebecca Diamond, Michal Kolesar: w15760

Published: Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Koles�r, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June. citation courtesy of

August 2009Matching on the Estimated Propensity Score
with Alberto Abadie: w15301
April 2009Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
w14896

Published: Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June. citation courtesy of

Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis
with Bryan S. Graham, Geert Ridder: w14860
February 2009A Martingale Representation for Matching Estimators
with Alberto Abadie: w14756

Published: Alberto Abadie & Guido W. Imbens, 2012. "A Martingale Representation for Matching Estimators," Journal of the American Statistical Association, American Statistical Association, vol. 107(498), pages 833-843, June. citation courtesy of

Optimal Bandwidth Choice for the Regression Discontinuity Estimator
with Karthik Kalyanaraman: w14726

Published: Review of Economic Studies (2011) doi: 10.1093/restud/rdr043 First published online: November 24, 2011 citation courtesy of

August 2008Recent Developments in the Econometrics of Program Evaluation
with Jeffrey M. Wooldridge: w14251

Published: Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March. citation courtesy of

April 2007Regression Discontinuity Designs: A Guide to Practice
with Thomas Lemieux: w13039

Published: Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February. citation courtesy of

Regression Discontinuity Designs: A Guide to Practice
with Thomas Lemieux: t0337

Published: Imbens, Guido and Thomas Lemieux. “Regression discontinuity designs: A guide to practice.” Journal of Econometrics 142, 2 (2008): 615-635.

October 2006Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand
with Richard K. Crump, V. Joseph Hotz, Oscar A. Mitnik: t0330
June 2006Nonparametric Tests for Treatment Effect Heterogeneity
with Richard K. Crump, V. Joseph Hotz, Oscar A. Mitnik: t0324
On the Failure of the Bootstrap for Matching Estimators
with Alberto Abadie: t0325

Published: -Abadie, Alberto and Guido W. Imbens. "On the Failure of the Bootstrap for Matching Estimators." Econometrica 76, 6 (2008): 1537-1557.

January 2006Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program
with V. Joseph Hotz, Jacob A. Klerman: w11939

Published: Hotz, V. Joseph, Guido W. Imbens and Jacob A. Klerman. "Evaluating The Differential Effects Of Alternative Welfare-to-Work Training Components: A Reanalysis Of The California GAIN Program," Journal of Labor Economics, 2006, v24(3,Jul), 521-566. citation courtesy of

October 2003Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review
t0294
November 2002Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
with Whitney K. Newey: t0285
October 2002Simple and Bias-Corrected Matching Estimators for Average Treatment Effects
with Alberto Abadie: t0283
September 2002Identification and Inference in Nonlinear Difference-In-Differences Models
with Susan Athey: t0280

Published: Athey, Susan and Guido W. Imbens. "Identification and Inference in Nonlinear Difference-in-Differences Models." Econometrica 74, 2 (2006): 431-497.

November 2000The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program
with V. Joseph Hotz, Jacob A. Klerman: w8007

Published: Hotz, V. Joseph, Guido W. Imbens and Jacob A. Klerman. "Evaluating The Differential Effects Of Alternative Welfare-to-Work Training Components: A Reanalysis Of The California GAIN Program," Journal of Labor Economics, 2006, v24(3,Jul), 521-566.

August 2000Bias from Classical and Other Forms of Measurement Error
with Dean R. Hyslop: t0257

Published: Hyslop, Dean R. and Guido W. Imbens. "Bias From Classical And Other Forms Of Measurement Error," Journal of Business and Economic Statistics, 2001, v19(4,Oct), 475-481.

March 2000Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
with Keisuke Hirano, Geert Ridder: t0251

Published: Hirano, Keisuke, Guido W. Imbens and Geert Ridder. "Efficient Estimation Of Average Treatment Effects Using The Estimated Propensity Score," Econometrica, 2003, v71(4,Jul), 1161-1190.

May 1999Predicting the Efficacy of Future Training Programs Using Past Experiences
with V. Joseph Hotz, Julie H. Mortimer: t0238

Published: Hotz, V. Joseph, Guido W. Imbens and Julieh. Mortimer. "Predicting The Efficacy Of Future Training Programs Using Past Experiences At Other Locations," Journal of Econometrics, 2005, v125(1-2,Mar-Apr), 241-270.

April 1999The Role of the Propensity Score in Estimating Dose-Response Functions
t0237

Published: "The role of the propensity score in estimating dose-response functions." Biometrika (2000) 87(3): 706-710

March 1999Estimating the Effects of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players
with Donald B. Rubin, Bruce Sacerdote: w7001

Published: Imbens, Guido W., Donald B. Rubin and Bruce I. Sacerdote. "Estimating The Effect Of Unearned Income On Labor Earnings, Savings, And Consumption: Evidence From A Survey Of Lottery Players," American Economic Review, 2001, v91(4,Sep), 778-794.

April 1998Combining Panel Data Sets with Attrition and Refreshment Samples
with Keisuke Hirano, Geert Ridder, Donald B. Rebin: t0230

Published: Hirano, Keisuke, Guido W. Imbens, Geert Ridder and Donald B. Rubin. "Combining Panel Data Sets With Attrition And Refreshment Samples," Econometrica, 2001, v69(6,Dec), 1645-1659.

September 1996Hierarchical Bayes Models with Many Instrumental Variables
with Gary Chamberlain: t0204
August 1996Nonparametric Applications of Bayesian Inference
with Gary Chamberlain: t0200
Imposing Moment Restrictions from Auxiliary Data by Weighting
with Judith K. Hellerstein: t0202

Published: Review of Economics and Statistics (1999).

October 1995Information Theoretic Approaches to Inference in Moment Condition Models
with Phillip Johnson, Richard H. Spady: t0186

Published: Econometrica (1998).

June 1995Average Causal Response with Variable Treatment Intensity
with Joshua D. Angrist: t0127

Published: Journal of the American Statistical Association, vol. 90, no. 430, pp. 431-442, (June 1995).

April 1995Non-Parametric Demand Analysis with an Application to the Demand for Fish
with Joshua D. Angrist, Kathryn Graddy: t0178

Published: Review of Economic Studies, Vol. 67, No. 3, pp. 499-527, July 2000.

February 1995Identification and Estimation of Local Average Treatment Effects
with Joshua D. Angrist: t0118

Published: Econometrica, March 1994.

Jackknife Instrumental Variables Estimation
with Joshua D. Angrist, Alan Krueger: t0172

Published: Journal of Applied Econometrics, Vol. 14, no. 1 (January-February 1999): 57-67.

December 1993Re-Employment Probabilities over the Business Cycle
with Lisa M. Lynch: w4585

Published: Guido Imbens & Lisa Lynch, 2006. "Re-employment probabilities over the business cycle," Portuguese Economic Journal, Springer, vol. 5(2), pages 111-134, August. citation courtesy of

June 1993Identification of Causal Effects Using Instrumental Variables
with J.D. Angrist, D.B. Rubin: t0136

Published: Journal of the American Statistical Association (June 1996).

December 1991Sources of Identifying Information in Evaluation Models
with Joshua D. Angrist: t0117

Contact and additional information for this authorAll NBER papers and publicationsNBER Working Papers onlyInformation about this author at RePEc

 
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