|December 2019||Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations|
with Susan Athey, Jonas Metzger, Evan M. Munro: w26566
|November 2019||The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely|
with Susan Athey, Raj Chetty, Hyunseung Kang: w26463
|July 2019||Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics|
|March 2019||Ensemble Methods for Causal Effects in Panel Data Settings|
with Susan Athey, Mohsen Bayati, Zhaonan Qu: w25675
Published: Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu, 2019. "Ensemble Methods for Causal Effects in Panel Data Settings," AEA Papers and Proceedings, vol 109, pages 65-70. citation courtesy of
|February 2019||Synthetic Difference In Differences|
with Dmitry Arkhangelsky, Susan Athey, David A. Hirshberg, Stefan Wager: w25532
|October 2018||Matrix Completion Methods for Causal Panel Data Models|
with Susan Athey, Mohsen Bayati, Nikolay Doudchenko, Khashayar Khosravi: w25132
|August 2018||Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption|
with Susan Athey: w24963
|July 2018||The Role of the Propensity Score in Fixed Effect Models|
with Dmitry Arkhangelsky: w24814
|A Causal Bootstrap|
with Konrad Menzel: w24833
|November 2017||When Should You Adjust Standard Errors for Clustering?|
with Alberto Abadie, Susan Athey, Jeffrey Wooldridge: w24003
|October 2016||Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis|
with Nikolay Doudchenko: w22791
|March 2016||Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching|
with Bryan S. Graham, Geert Ridder: w22098
Published: Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2020. "Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching," Journal of Business & Economic Statistics, vol 38(2), pages 303-316.
|July 2015||Exact P-values for Network Interference|
with Susan Athey, Dean Eckles: w21313
Published: Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact -Values for Network Interference," Journal of the American Statistical Association, vol 113(521), pages 230-240. citation courtesy of
|December 2014||External Validity in Fuzzy Regression Discontinuity Designs|
with Marinho Bertanha: w20773
|August 2014||Why High-order Polynomials Should not be Used in Regression Discontinuity Designs|
with Andrew Gelman: w20405
Published: Andrew Gelman & Guido Imbens (2017) Why high-order polynomials should not be used in regression discontinuity designs, Journal of Business & Economic Statistics, DOI: 10.1080/07350015.2017.1366909 citation courtesy of
|July 2014||Finite Population Causal Standard Errors|
with Alberto Abadie, Susan Athey, Jeffrey M. Wooldridge: w20325
|March 2014||Instrumental Variables: An Econometrician's Perspective|
Published: Guido W. Imbens, 2014. "Instrumental Variables: An Econometrician’s Perspective," Statistical Science, vol 29(3), pages 323-358.
|Matching Methods in Practice: Three Examples|
Published: Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419. citation courtesy of
|November 2013||Why ask Why? Forward Causal Inference and Reverse Causal Questions|
with Andrew Gelman: w19614
|October 2012||Robust Standard Errors in Small Samples: Some Practical Advice|
with Michal Kolesar: w18478
Published: Guido W. Imbens & Michal Kolesár, 2016. "Robust Standard Errors in Small Samples: Some Practical Advice," Review of Economics and Statistics, vol 98(4), pages 701-712. citation courtesy of
|October 2011||Identification and Inference with Many Invalid Instruments|
with Michal Kolesár, Raj Chetty, John N. Friedman, Edward L. Glaeser: w17519
Published: Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens, 2015. "Identification and Inference With Many Invalid Instruments," Journal of Business & Economic Statistics, vol 33(4), pages 474-484. citation courtesy of
|September 2011||Robust Inference for Misspecified Models Conditional on Covariates|
with Alberto Abadie, Fanyin Zheng: w17442
Published: Alberto Abadie, Guido W. Imbens & Fanyin Zheng pages 1601-1614 Inference for Misspecified Models With Fixed Regressors Journal of the American Statistical Association Volume 109, Issue 508, 2014
|October 2010||Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach|
with Bryan S. Graham, Geert Ridder: w16499
|May 2010||An Empirical Model for Strategic Network Formation|
with Nicholas A. Christakis, James H. Fowler, Karthik Kalyanaraman: w16039
|February 2010||Clustering, Spatial Correlations and Randomization Inference|
with Thomas Barrios, Rebecca Diamond, Michal Kolesar: w15760
Published: Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesï¿½r, 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 2009||Matching on the Estimated Propensity Score|
with Alberto Abadie: w15301
Published: Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, 03. citation courtesy of
|April 2009||Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)|
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
Published: Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2014. "Complementarity and aggregate implications of assortative matching: A nonparametric analysis," Quantitative Economics, Econometric Society, vol. 5, pages 29-66, 03. citation courtesy of
|February 2009||A 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 2008||Recent 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 2007||Regression 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 2006||Moving 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 2006||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.
|Nonparametric Tests for Treatment Effect Heterogeneity|
with Richard K. Crump, V. Joseph Hotz, Oscar A. Mitnik: t0324
|January 2006||Evaluating 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 2003||Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review|
|November 2002||Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity|
with Whitney K. Newey: t0285
|October 2002||Simple and Bias-Corrected Matching Estimators for Average Treatment Effects|
with Alberto Abadie: t0283
|September 2002||Identification 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 2000||The 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 2000||Bias 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 2000||Efficient 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 1999||Predicting 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 1999||The Role of the Propensity Score in Estimating Dose-Response Functions|
Published: "The role of the propensity score in estimating dose-response functions." Biometrika (2000) 87(3): 706-710
|March 1999||Estimating the Effect 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 1998||Combining 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 1996||Hierarchical Bayes Models with Many Instrumental Variables|
with Gary Chamberlain: t0204
|August 1996||Nonparametric 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 1995||Information Theoretic Approaches to Inference in Moment Condition Models|
with Phillip Johnson, Richard H. Spady: t0186
Published: Econometrica (1998).
|June 1995||Average 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 1995||Non-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 1995||Identification 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 1993||Re-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 1993||Identification of Causal Effects Using Instrumental Variables|
with J.D. Angrist, D.B. Rubin: t0136
Published: Journal of the American Statistical Association (June 1996).
|December 1991||Sources of Identifying Information in Evaluation Models|
with Joshua D. Angrist: t0117