Guido Imbens
Names
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Guido |
| last: |
Imbens |
Identifer
Contact
Affiliations
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Stanford University
/ Graduate School of Business (weight: 99%)
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National Bureau of Economic Research (NBER) (weight: 1%)
Research profile
author of:
- Estimation of the Conditional Variance in Paired Experiments
Annals of Economics and Statistics, GENES (2008)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, adr:anecst:y:2008:i:91-92:p:175-187) - A Measure of Robustness to Misspecification
American Economic Review, American Economic Association (2015)
by Susan Athey & Guido Imbens
(ReDIF-article, aea:aecrev:v:105:y:2015:i:5:p:476-80) - Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
American Economic Review, American Economic Association (2017)
by Susan Athey & Guido Imbens & Thai Pham & Stefan Wager
(ReDIF-article, aea:aecrev:v:107:y:2017:i:5:p:278-81) - Synthetic Difference-in-Differences
American Economic Review, American Economic Association (2021)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager
(ReDIF-article, aea:aecrev:v:111:y:2021:i:12:p:4088-4118) - Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players
American Economic Review, American Economic Association (2001)
by Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote
(ReDIF-article, aea:aecrev:v:91:y:2001:i:4:p:778-794) - Sensitivity to Exogeneity Assumptions in Program Evaluation
American Economic Review, American Economic Association (2003)
by Guildo W. Imbens
(ReDIF-article, aea:aecrev:v:93:y:2003:i:2:p:126-132) - Ensemble Methods for Causal Effects in Panel Data Settings
AEA Papers and Proceedings, American Economic Association (2019)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu
(ReDIF-article, aea:apandp:v:109:y:2019:p:65-70) - Recent Developments in the Econometrics of Program Evaluation
Journal of Economic Literature, American Economic Association (2009)
by Guido W. Imbens & Jeffrey M. Wooldridge
(ReDIF-article, aea:jeclit:v:47:y:2009:i:1:p:5-86) - Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
Journal of Economic Literature, American Economic Association (2010)
by Guido W. Imbens
(ReDIF-article, aea:jeclit:v:48:y:2010:i:2:p:399-423) - Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
Journal of Economic Literature, American Economic Association (2020)
by Guido W. Imbens
(ReDIF-article, aea:jeclit:v:58:y:2020:i:4:p:1129-79) - The State of Applied Econometrics: Causality and Policy Evaluation
Journal of Economic Perspectives, American Economic Association (2017)
by Susan Athey & Guido W. Imbens
(ReDIF-article, aea:jecper:v:31:y:2017:i:2:p:3-32) - Statistical Significance, p-Values, and the Reporting of Uncertainty
Journal of Economic Perspectives, American Economic Association (2021)
by Guido W. Imbens
(ReDIF-article, aea:jecper:v:35:y:2021:i:3:p:157-74) - The Analysis of Randomized Experiments with Missing Data
Discussion Papers, Resources for the Future (2000)
by Imbens, Guido W. & Pizer, William A.
(ReDIF-paper, ags:rffdps:10596) - Machine Learning Methods That Economists Should Know About
Annual Review of Economics, Annual Reviews (2019)
by Susan Athey & Guido W. Imbens
(ReDIF-article, anr:reveco:v:11:y:2019:p:685-725) - Recursive Partitioning for Heterogeneous Causal Effects
Papers, arXiv.org (2015)
by Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1504.01132) - Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
Papers, arXiv.org (2016)
by Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang
(ReDIF-paper, arx:papers:1603.09326) - Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions
Papers, arXiv.org (2016)
by Susan Athey & Guido W. Imbens & Stefan Wager
(ReDIF-paper, arx:papers:1604.07125) - The Econometrics of Randomized Experiments
Papers, arXiv.org (2016)
by Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1607.00698) - The State of Applied Econometrics - Causality and Policy Evaluation
Papers, arXiv.org (2016)
by Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1607.00699) - Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges
Papers, arXiv.org (2017)
by Susan Athey & Guido Imbens & Thai Pham & Stefan Wager
(ReDIF-paper, arx:papers:1702.01250) - Sampling-based vs. Design-based Uncertainty in Regression Analysis
Papers, arXiv.org (2017)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge
(ReDIF-paper, arx:papers:1706.01778) - When Should You Adjust Standard Errors for Clustering?
Papers, arXiv.org (2017)
by Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge
(ReDIF-paper, arx:papers:1710.02926) - Matrix Completion Methods for Causal Panel Data Models
Papers, arXiv.org (2017)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi
(ReDIF-paper, arx:papers:1710.10251) - Estimation Considerations in Contextual Bandits
Papers, arXiv.org (2017)
by Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1711.07077) - Fixed Effects and the Generalized Mundlak Estimator
Papers, arXiv.org (2018)
by Dmitry Arkhangelsky & Guido Imbens
(ReDIF-paper, arx:papers:1807.02099) - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
Papers, arXiv.org (2018)
by Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1808.05293) - Machine Learning Methods Economists Should Know About
Papers, arXiv.org (2019)
by Susan Athey & Guido Imbens
(ReDIF-paper, arx:papers:1903.10075) - Ensemble Methods for Causal Effects in Panel Data Settings
Papers, arXiv.org (2019)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu
(ReDIF-paper, arx:papers:1903.10079) - Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
Papers, arXiv.org (2019)
by Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro
(ReDIF-paper, arx:papers:1909.02210) - Doubly Robust Identification for Causal Panel Data Models
Papers, arXiv.org (2019)
by Dmitry Arkhangelsky & Guido W. Imbens
(ReDIF-paper, arx:papers:1909.09412) - Optimal Experimental Design for Staggered Rollouts
Papers, arXiv.org (2019)
by Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens
(ReDIF-paper, arx:papers:1911.03764) - Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes
Papers, arXiv.org (2020)
by Susan Athey & Raj Chetty & Guido Imbens
(ReDIF-paper, arx:papers:2006.09676) - A Design-Based Perspective on Synthetic Control Methods
Papers, arXiv.org (2021)
by Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick
(ReDIF-paper, arx:papers:2101.09398) - Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference
Papers, arXiv.org (2021)
by Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens
(ReDIF-paper, arx:papers:2107.12420) - Design-Robust Two-Way-Fixed-Effects Regression For Panel Data
Papers, arXiv.org (2021)
by Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo
(ReDIF-paper, arx:papers:2107.13737) - Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models
Papers, arXiv.org (2021)
by Guido Imbens & Nathan Kallus & Xiaojie Mao
(ReDIF-paper, arx:papers:2108.03849) - Semiparametric Estimation of Treatment Effects in Randomized Experiments
Papers, arXiv.org (2021)
by Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann
(ReDIF-paper, arx:papers:2109.02603) - Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations
Papers, arXiv.org (2021)
by Xinkun Nie & Guido Imbens & Stefan Wager
(ReDIF-paper, arx:papers:2112.04723) - Multiple Randomization Designs
Papers, arXiv.org (2021)
by Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen
(ReDIF-paper, arx:papers:2112.13495) - Evaluating the Cost of Conscription in The Netherlands
Journal of Business & Economic Statistics, American Statistical Association (1995)
by Imbens, Guido & van der Klaauw, Wilbert
(ReDIF-article, bes:jnlbes:v:13:y:1995:i:2:p:207-15) - Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment
Journal of Business & Economic Statistics, American Statistical Association (2001)
by Imbens, Guido W
(ReDIF-article, bes:jnlbes:v:19:y:2001:i:1:p:17-20) - Bias from Classical and Other Forms of Measurement Error
Journal of Business & Economic Statistics, American Statistical Association (2001)
by Hyslop, Dean R & Imbens, Guido W
(ReDIF-article, bes:jnlbes:v:19:y:2001:i:4:p:475-81) - Generalized Method of Moments and Empirical Likelihood
Journal of Business & Economic Statistics, American Statistical Association (2002)
by Imbens, Guido W
(ReDIF-article, bes:jnlbes:v:20:y:2002:i:4:p:493-506) - Nonparametric Applications of Bayesian Inference
Journal of Business & Economic Statistics, American Statistical Association (2003)
by Chamberlain, Gary & Imbens, Guido W
(ReDIF-article, bes:jnlbes:v:21:y:2003:i:1:p:12-18) - Bias-Corrected Matching Estimators for Average Treatment Effects
Journal of Business & Economic Statistics, American Statistical Association (2011)
by Abadie, Alberto & Imbens, Guido W.
(ReDIF-article, bes:jnlbes:v:29:i:1:y:2011:p:1-11) - Propensity score matching and subclassification in observational studies with multi‐level treatments
Biometrics, The International Biometric Society (2016)
by Shu Yang & Guido W. Imbens & Zhanglin Cui & Douglas E. Faries & Zbigniew Kadziola
(ReDIF-article, bla:biomet:v:72:y:2016:i:4:p:1055-1065) - Matched Sampling for Causal Effects by Donald B. Rubin
International Statistical Review, International Statistical Institute (2007)
by Guido W. Imbens
(ReDIF-article, bla:istatr:v:75:y:2007:i:2:p:257-258) - Robust, accurate confidence intervals with a weak instrument: quarter of birth and education
Journal of the Royal Statistical Society Series A, Royal Statistical Society (2005)
by Guido W. Imbens & Paul R. Rosenbaum
(ReDIF-article, bla:jorssa:v:168:y:2005:i:1:p:109-126) - Approximate residual balancing: debiased inference of average treatment effects in high dimensions
Journal of the Royal Statistical Society Series B, Royal Statistical Society (2018)
by Susan Athey & Guido W. Imbens & Stefan Wager
(ReDIF-article, bla:jorssb:v:80:y:2018:i:4:p:597-623) - Matching methods for estimating treatment effects using Stata
North American Stata Users' Group Meetings 2006, Stata Users Group (2006)
by Guido W. Imbens
(ReDIF-paper, boc:asug06:13) - NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators
Statistical Software Components, Boston College Department of Economics (2004)
by Alberto Abadie & Jane Leber Herr & Guido W. Imbens & David M. Drukker
(ReDIF-software, boc:bocode:s439701) - Estimating average treatment effects in Stata
West Coast Stata Users' Group Meetings 2007, Stata Users Group (2007)
by Guido Imbens
(ReDIF-paper, boc:wsug07:18) - Identification and Inference in Nonlinear Difference-in-Differences Models
Levine's Working Paper Archive, David K. Levine (2003)
by Susan Athey & Guido Imbens
(ReDIF-paper, cla:levarc:506439000000000079) - Discrete Choice Models with Multiple Unobserved Choice Characteristics
Levine's Bibliography, UCLA Department of Economics (2006)
by Susan Athey & Guido Imbens
(ReDIF-paper, cla:levrem:122247000000001040) - The Role of the Propensity Score in Fixed Effect Models
Working Papers, CEMFI (2019)
by Dmitry Arkhangelsky & Guido W. Imbens
(ReDIF-paper, cmf:wpaper:wp2019_1905) - Synthetic Difference in Differences
Working Papers, CEMFI (2019)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager
(ReDIF-paper, cmf:wpaper:wp2019_1907) - External Validity in Fuzzy Regression Discontinuity Designs
LIDAM Discussion Papers CORE, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE) (2016)
by BERTANHA, Marinho & IMBENS, Guido W.
(ReDIF-paper, cor:louvco:2016025) - Evaluating the Cost of Conscription in the Netherlands
Working Papers, C.V. Starr Center for Applied Economics, New York University (1993)
by Imbens, G. & Van Der Klaauw, W.
(ReDIF-paper, cvs:starer:93-24) - 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, Royal Economic Society (2013)
by Guido Imbens
(ReDIF-article, ecj:econjl:v::y:2013:i::p:f401-f411) - Exact P-Values for Network Interference
Research Papers, Stanford University, Graduate School of Business (2015)
by Athey, Susan & Eckles, Dean & Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3287) - Sampling-Based vs. Design-Based Uncertainty in Regression Analysis
Research Papers, Stanford University, Graduate School of Business (2017)
by Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M.
(ReDIF-paper, ecl:stabus:3349) - Machine Learning for Estimating Heterogeneous Causal Effects
Research Papers, Stanford University, Graduate School of Business (2015)
by Athey, Susan & Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3350) - Exact P-Values for Network Interference
Research Papers, Stanford University, Graduate School of Business (2015)
by Athey, Susan & Eckles, Dean & Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3351) - Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments
Research Papers, Stanford University, Graduate School of Business (2015)
by Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew
(ReDIF-paper, ecl:stabus:3381) - Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing
Research Papers, Stanford University, Graduate School of Business (2016)
by Athey, Susan & Imbens, Guido W. & Wager, Stefan
(ReDIF-paper, ecl:stabus:3408) - Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton
Research Papers, Stanford University, Graduate School of Business (2018)
by Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3648) - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
Research Papers, Stanford University, Graduate School of Business (2018)
by Athey, Susan & Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3712) - Machine Learning Methods Economists Should Know About
Research Papers, Stanford University, Graduate School of Business (2019)
by Athey, Susan & Imbens, Guido W.
(ReDIF-paper, ecl:stabus:3776) - Optimal Experimental Design for Staggered Rollouts
Research Papers, Stanford University, Graduate School of Business (2019)
by Athey, Susan & Imbens, Guido W. & Bayati, Mohsen
(ReDIF-paper, ecl:stabus:3837) - Semiparametric Estimation of Treatment Effects in Randomized Experiments
Research Papers, Stanford University, Graduate School of Business (2021)
by Athey, Susan & Bickel, Peter J. & Chen, Aiyou & Imbens, Guido W. & Pollmann, Michael
(ReDIF-paper, ecl:stabus:3986) - When Should You Adjust Standard Errors for Clustering?
Research Papers, Stanford University, Graduate School of Business (2017)
by Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey
(ReDIF-paper, ecl:stabus:repec:ecl:stabus:3596) - Econometrica (RePEc:repec:ecm:emetrp)
from Econometric Society as editor - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling
Econometrica, Econometric Society (1992)
by Imbens, Guido W
(ReDIF-article, ecm:emetrp:v:60:y:1992:i:5:p:1187-214) - Identification and Estimation of Local Average Treatment Effects
Econometrica, Econometric Society (1994)
by Imbens, Guido W & Angrist, Joshua D
(ReDIF-article, ecm:emetrp:v:62:y:1994:i:2:p:467-75) - Information Theoretic Approaches to Inference in Moment Condition Models
Econometrica, Econometric Society (1998)
by Guido W. Imbens & Richard H. Spady & Phillip Johnson
(ReDIF-article, ecm:emetrp:v:66:y:1998:i:2:p:333-358) - Combining Panel Data Sets with Attrition and Refreshment Samples
Econometrica, Econometric Society (2001)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin
(ReDIF-article, ecm:emetrp:v:69:y:2001:i:6:p:1645-1659) - Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings
Econometrica, Econometric Society (2002)
by Alberto Abadie & Joshua Angrist & Guido Imbens
(ReDIF-article, ecm:emetrp:v:70:y:2002:i:1:p:91-117) - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
Econometrica, Econometric Society (2003)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder
(ReDIF-article, ecm:emetrp:v:71:y:2003:i:4:p:1161-1189) - Random Effects Estimators with many Instrumental Variables
Econometrica, Econometric Society (2004)
by Gary Chamberlain & Guido Imbens
(ReDIF-article, ecm:emetrp:v:72:y:2004:i:1:p:295-306) - Confidence Intervals for Partially Identified Parameters
Econometrica, Econometric Society (2004)
by Guido W. Imbens & Charles F. Manski
(ReDIF-article, ecm:emetrp:v:72:y:2004:i:6:p:1845-1857) - Large Sample Properties of Matching Estimators for Average Treatment Effects
Econometrica, Econometric Society (2006)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, ecm:emetrp:v:74:y:2006:i:1:p:235-267) - Identification and Inference in Nonlinear Difference-in-Differences Models
Econometrica, Econometric Society (2006)
by Susan Athey & Guido W. Imbens
(ReDIF-article, ecm:emetrp:v:74:y:2006:i:2:p:431-497) - On the Failure of the Bootstrap for Matching Estimators
Econometrica, Econometric Society (2008)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, ecm:emetrp:v:76:y:2008:i:6:p:1537-1557) - Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
Econometrica, Econometric Society (2009)
by Guido W. Imbens & Whitney K. Newey
(ReDIF-article, ecm:emetrp:v:77:y:2009:i:5:p:1481-1512) - Identification and Estimation of Triangular Simultaneous Equations Models without Additivity
Econometric Society 2004 North American Summer Meetings, Econometric Society (2004)
by Whitney Newey & Guido Imbens
(ReDIF-paper, ecm:nasm04:594) - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
Econometric Society World Congress 2000 Contributed Papers, Econometric Society (2000)
by Guido Imbens
(ReDIF-paper, ecm:wc2000:1166) - Confidence intervals in generalized method of moments models
Journal of Econometrics, Elsevier (2002)
by Imbens, Guido W. & Spady, Richard
(ReDIF-article, eee:econom:v:107:y:2002:i:1-2:p:87-98) - Empirical likelihood estimation and consistent tests with conditional moment restrictions
Journal of Econometrics, Elsevier (2003)
by Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K.
(ReDIF-article, eee:econom:v:117:y:2003:i:1:p:55-93) - Predicting the efficacy of future training programs using past experiences at other locations
Journal of Econometrics, Elsevier (2005)
by Joseph Hotz, V. & Imbens, Guido W. & Mortimer, Julie H.
(ReDIF-article, eee:econom:v:125:y:2005:i:1-2:p:241-270) - Instrumental variable estimation of nonseparable models
Journal of Econometrics, Elsevier (2007)
by Chernozhukov, Victor & Imbens, Guido W. & Newey, Whitney K.
(ReDIF-article, eee:econom:v:139:y:2007:i:1:p:4-14) - Special issue editors' introduction: The regression discontinuity design--Theory and applications
Journal of Econometrics, Elsevier (2008)
by Imbens, Guido & Lemieux, Thomas
(ReDIF-article, eee:econom:v:142:y:2008:i:2:p:611-614) - Regression discontinuity designs: A guide to practice
Journal of Econometrics, Elsevier (2008)
by Imbens, Guido W. & Lemieux, Thomas
(ReDIF-article, eee:econom:v:142:y:2008:i:2:p:615-635) - Choosing instrumental variables in conditional moment restriction models
Journal of Econometrics, Elsevier (2009)
by Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K.
(ReDIF-article, eee:econom:v:152:y:2009:i:1:p:28-36) - Design-based analysis in Difference-In-Differences settings with staggered adoption
Journal of Econometrics, Elsevier (2022)
by Athey, Susan & Imbens, Guido W.
(ReDIF-article, eee:econom:v:226:y:2022:i:1:p:62-79) - Optimal stock/flow panels
Journal of Econometrics, Elsevier (1995)
by Lancaster, Tony & Imbens, Guido
(ReDIF-article, eee:econom:v:66:y:1995:i:1-2:p:325-348) - Case-control studies with contaminated controls
Journal of Econometrics, Elsevier (1996)
by Lancaster, Tony & Imbens, Guido
(ReDIF-article, eee:econom:v:71:y:1996:i:1-2:p:145-160) - Efficient estimation and stratified sampling
Journal of Econometrics, Elsevier (1996)
by Imbens, Guido W. & Lancaster, Tony
(ReDIF-article, eee:econom:v:74:y:1996:i:2:p:289-318) - Redefine Statistical Significance
Artefactual Field Experiments, The Field Experiments Website (2017)
by Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe
(ReDIF-paper, feb:artefa:00612) - Efficient Estimation And Stratified Sampling
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1991)
by Imbens, G. & Lancaster, T.
(ReDIF-paper, fth:harver:1545) - 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 (1991)
by Imbens, G.W.
(ReDIF-paper, fth:harver:1546) - Sources of Identifying Information in Evaluation Models
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1991)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, fth:harver:1568) - Combining Micro and Macro Data in Microeconometric Models
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1991)
by Imbens, G.W. & Lancaster, T.
(ReDIF-paper, fth:harver:1578) - Average Causal Response with Variable Treatment Intensity
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1992)
by Imbens, G. & Angrist, J.D.
(ReDIF-paper, fth:harver:1611) - Case-Control Studies with Contaminated Controls
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1992)
by Imbens, G. & Lancaster, T.
(ReDIF-paper, fth:harver:1612) - 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 (1992)
by Imbens, G.W.
(ReDIF-paper, fth:harver:1617) - Evaluating the Cost of Conscription in the Netherlands
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1993)
by Imbens, G. & Van Der Klaauw, W.
(ReDIF-paper, fth:harver:1632) - A New Approach to Generalized Method on Moments Estimation
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1993)
by Imbens, G.
(ReDIF-paper, fth:harver:1633) - Raking and Regression
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1993)
by Imbens, G.W. & Hellerstein, J.K.
(ReDIF-paper, fth:harver:1657) - Semiparametric Applications of Bayesian Influence
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1995)
by Gary Chamberlain & Guido W. Imbens
(ReDIF-paper, fth:harver:1716) - Information Theoretic Approaches to Inference in Moment Condition Models
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1995)
by Guido W. Imbens & Phillip Johnson & Richard H. Spady
(ReDIF-paper, fth:harver:1736) - Nonparametric Applications of Bayesian Inference
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1996)
by Gary Chamberlain & Guido W. Imbens
(ReDIF-paper, fth:harver:1772) - Hierarchical Bayes Models with Many Instrumental Variables
Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research (1996)
by Gary Chamberlain & Guido W. Imbens
(ReDIF-paper, fth:harver:1781) - An Efficient Method Of Moments Estimator For Descrete Choice Models With Choice-Based Sampling
Papers, Tilburg - Center for Economic Research (1990)
by Imbens, G.W.
(ReDIF-paper, fth:tilbur:9009) - Sources of Identifying Information in Evaluation Models
Papers, Tilburg - Center for Economic Research (1991)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, fth:tilbur:9142) - Efficient Estimation and Stratified Sampling
Papers, Tilburg - Center for Economic Research (1991)
by Imbens, G. & Lancaster, T.
(ReDIF-paper, fth:tilbur:9145) - Average Causal Response with Variable Treatment Intensity
Papers, Tilburg - Center for Economic Research (1992)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, fth:tilbur:9234) - Case-Control Studies with Contaminated Controls
Papers, Tilburg - Center for Economic Research (1993)
by Imbens, G. & Lancaster, T.
(ReDIF-paper, fth:tilbur:9307) - Identification and Inference With Many Invalid Instruments
Scholarly Articles, Harvard University Department of Economics (2015)
by Kolesar, Michal & Chetty, Raj & Friedman, John & Glaeser, Edward Ludwig & Imbens, Guido
(ReDIF-paper, hrv:faseco:27769098) - Dealing with Limited Overlap in Estimation of Average Treatment Effects
Scholarly Articles, Harvard University Department of Economics (2009)
by Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido
(ReDIF-paper, hrv:faseco:3007645) - Nonparametric Tests for Treatment Effect Heterogeneity
Scholarly Articles, Harvard University Department of Economics (2008)
by Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K.
(ReDIF-paper, hrv:faseco:3039049) - The Regression Discontinuity Design — Theory and Applications
Scholarly Articles, Harvard University Department of Economics (2008)
by Lemieux, Thomas & Imbens, Guido
(ReDIF-paper, hrv:faseco:3043411) - On the Failure of the Bootstrap for Matching Estimators
Scholarly Articles, Harvard University Department of Economics (2008)
by Imbens, Guido & Abadie, Alberto
(ReDIF-paper, hrv:faseco:3043415) - Recent Developments in the Econometrics of Program Evaluation
Scholarly Articles, Harvard University Department of Economics (2009)
by Wooldridge, Jeffrey M. & Imbens, Guido
(ReDIF-paper, hrv:faseco:3043416) - Hierarchical Bayes Models with Many Instrumental Variables
Scholarly Articles, Harvard University Department of Economics (1996)
by Chamberlain, Gary & Imbens, Guido
(ReDIF-paper, hrv:faseco:3221489) - Nonparametric Applications of Bayesian Inference
Scholarly Articles, Harvard University Department of Economics (1996)
by Imbens, Guido & Chamberlain, Gary
(ReDIF-paper, hrv:faseco:3221493) - 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)
by Susan Athey & Guido W. Imbens
(ReDIF-article, ier:iecrev:v:48:y:2007:i:4:p:1159-1192) - Optimal bandwidth choice for the regression discontinuity estimator
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010)
by Guido Imbens & Karthik Kalyanaraman
(ReDIF-paper, ifs:cemmap:05/10) - Confidence intervals for partially identified parameters
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2003)
by Guido Imbens & Charles F. Manski
(ReDIF-paper, ifs:cemmap:09/03) - Identification and efficiency bounds for the average match function under conditionally exogenous matching
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2016)
by Bryan S. Graham & Guido Imbens & Geert Ridder
(ReDIF-paper, ifs:cemmap:10/16) - An empirical model for strategic network formation
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2010)
by Nicholas Christakis & James Fowler & Guido Imbens & Karthik Kalyanaraman
(ReDIF-paper, ifs:cemmap:16/10) - Recent developments in the econometrics of program evaluation
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2008)
by Guido Imbens & Jeffrey M. Wooldridge
(ReDIF-paper, ifs:cemmap:24/08) - Nonparametric Tests for Treatment Effect Heterogeneity
IZA Discussion Papers, Institute of Labor Economics (IZA) (2006)
by Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A.
(ReDIF-paper, iza:izadps:dp2091) - Re-Employment Probabilities over the Business Cycle
IZA Discussion Papers, Institute of Labor Economics (IZA) (2006)
by Imbens, Guido W. & Lynch, Lisa M.
(ReDIF-paper, iza:izadps:dp2167) - Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand
IZA Discussion Papers, Institute of Labor Economics (IZA) (2006)
by Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A.
(ReDIF-paper, iza:izadps:dp2347) - Recent Developments in the Econometrics of Program Evaluation
IZA Discussion Papers, Institute of Labor Economics (IZA) (2008)
by Imbens, Guido W. & Wooldridge, Jeffrey M.
(ReDIF-paper, iza:izadps:dp3640) - Optimal Bandwidth Choice for the Regression Discontinuity Estimator
IZA Discussion Papers, Institute of Labor Economics (IZA) (2009)
by Imbens, Guido W. & Kalyanaraman, Karthik
(ReDIF-paper, iza:izadps:dp3995) - A Martingale Representation for Matching Estimators
IZA Discussion Papers, Institute of Labor Economics (IZA) (2009)
by Abadie, Alberto & Imbens, Guido W.
(ReDIF-paper, iza:izadps:dp4073) - Instrumental Variables: An Econometrician's Perspective
IZA Discussion Papers, Institute of Labor Economics (IZA) (2014)
by Imbens, Guido W.
(ReDIF-paper, iza:izadps:dp8048) - Matching Methods in Practice: Three Examples
IZA Discussion Papers, Institute of Labor Economics (IZA) (2014)
by Imbens, Guido W.
(ReDIF-paper, iza:izadps:dp8049) - Jackknife Instrumental Variables Estimation
Journal of Applied Econometrics, John Wiley & Sons, Ltd. (1999)
by Angrist, J D & Imbens, G W & Krueger, A B
(ReDIF-article, jae:japmet:v:14:y:1999:i:1:p:57-67) - Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand
Working Papers, University of Miami, Department of Economics (2006)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-paper, mia:wpaper:0608) - Nonparametric Tests for Treatment Effect Heterogeneity
Working Papers, University of Miami, Department of Economics (2006)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-paper, mia:wpaper:0609) - Dealing with Limited Overlap in Estimation of Average Treatment Effects
Working Papers, University of Miami, Department of Economics (2004)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-paper, mia:wpaper:0716) - 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 (1999)
by Alberto Abadie & Joshua Angrist & Guido Imbens
(ReDIF-paper, mit:worpap:99-16) - Standards for Regression Discontinuity Designs
Mathematica Policy Research Reports, Mathematica Policy Research ()
by P. Schochet & T. Cook & J. Deke & G. Imbens & J.R. Lockwood & J. Porter & J. Smith
(ReDIF-paper, mpr:mprres:e5d6da12fbe441b88cb04013d5093f2a) - Redefine statistical significance
Nature Human Behaviour, Nature (2018)
by Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr
(ReDIF-article, nat:nathum:v:2:y:2018:i:1:d:10.1038_s41562-017-0189-z) - Sources of Identifying Information in Evaluation Models
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1991)
by Joshua D. Angrist & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0117) - Identification and Estimation of Local Average Treatment Effects
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1995)
by Joshua D. Angrist & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0118) - Average Causal Response with Variable Treatment Intensity
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1995)
by Joshua D. Angrist & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0127) - Identification of Causal Effects Using Instrumental Variables
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1993)
by Joshua D. Angrist & Guido W. Imbens & D.B. Rubin
(ReDIF-paper, nbr:nberte:0136) - Jackknife Instrumental Variables Estimation
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1995)
by Joshua D. Angrist & Guido W. Imbens & Alan Krueger
(ReDIF-paper, nbr:nberte:0172) - Non-Parametric Demand Analysis with an Application to the Demand for Fish
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1995)
by Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0178) - Information Theoretic Approaches to Inference in Moment Condition Models
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1995)
by Guido W. Imbens & Phillip Johnson & Richard H. Spady
(ReDIF-paper, nbr:nberte:0186) - Nonparametric Applications of Bayesian Inference
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1996)
by Gary Chamberlain & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0200) - Imposing Moment Restrictions from Auxiliary Data by Weighting
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1996)
by Guido W. Imbens & Judith K. Hellerstein
(ReDIF-paper, nbr:nberte:0202) - Hierarchical Bayes Models with Many Instrumental Variables
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1996)
by Gary Chamberlain & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0204) - Instrumental Variables Estimation of Quantile Treatment Effects
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1998)
by Alberto Abadie & Joshua D. Angrist & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0229) - Combining Panel Data Sets with Attrition and Refreshment Samples
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1998)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin
(ReDIF-paper, nbr:nberte:0230) - The Role of the Propensity Score in Estimating Dose-Response Functions
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1999)
by Guido W. Imbens
(ReDIF-paper, nbr:nberte:0237) - Predicting the Efficacy of Future Training Programs Using Past Experiences
NBER Technical Working Papers, National Bureau of Economic Research, Inc (1999)
by V. Joseph Hotz & Guido W. Imbens & Julie H. Mortimer
(ReDIF-paper, nbr:nberte:0238) - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2000)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder
(ReDIF-paper, nbr:nberte:0251) - Bias from Classical and Other Forms of Measurement Error
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2000)
by Dean R. Hyslop & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0257) - Identification and Inference in Nonlinear Difference-In-Differences Models
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002)
by Susan Athey & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0280) - Simple and Bias-Corrected Matching Estimators for Average Treatment Effects
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002)
by Alberto Abadie & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0283) - Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2002)
by Guido W. Imbens & Whitney K. Newey
(ReDIF-paper, nbr:nberte:0285) - Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2003)
by Guido W. Imbens
(ReDIF-paper, nbr:nberte:0294) - Nonparametric Tests for Treatment Effect Heterogeneity
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-paper, nbr:nberte:0324) - On the Failure of the Bootstrap for Matching Estimators
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006)
by Alberto Abadie & Guido W. Imbens
(ReDIF-paper, nbr:nberte:0325) - Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2006)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-paper, nbr:nberte:0330) - Regression Discontinuity Designs: A Guide to Practice
NBER Technical Working Papers, National Bureau of Economic Research, Inc (2007)
by Guido Imbens & Thomas Lemieux
(ReDIF-paper, nbr:nberte:0337) - 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 (2006)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman
(ReDIF-paper, nbr:nberwo:11939) - Regression Discontinuity Designs: A Guide to Practice
NBER Working Papers, National Bureau of Economic Research, Inc (2007)
by Guido Imbens & Thomas Lemieux
(ReDIF-paper, nbr:nberwo:13039) - Recent Developments in the Econometrics of Program Evaluation
NBER Working Papers, National Bureau of Economic Research, Inc (2008)
by Guido M. Imbens & Jeffrey M. Wooldridge
(ReDIF-paper, nbr:nberwo:14251) - Optimal Bandwidth Choice for the Regression Discontinuity Estimator
NBER Working Papers, National Bureau of Economic Research, Inc (2009)
by Guido Imbens & Karthik Kalyanaraman
(ReDIF-paper, nbr:nberwo:14726) - A Martingale Representation for Matching Estimators
NBER Working Papers, National Bureau of Economic Research, Inc (2009)
by Alberto Abadie & Guido Imbens
(ReDIF-paper, nbr:nberwo:14756) - Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis
NBER Working Papers, National Bureau of Economic Research, Inc (2009)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder
(ReDIF-paper, nbr:nberwo:14860) - Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
NBER Working Papers, National Bureau of Economic Research, Inc (2009)
by Guido W. Imbens
(ReDIF-paper, nbr:nberwo:14896) - Matching on the Estimated Propensity Score
NBER Working Papers, National Bureau of Economic Research, Inc (2009)
by Alberto Abadie & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:15301) - Clustering, Spatial Correlations and Randomization Inference
NBER Working Papers, National Bureau of Economic Research, Inc (2010)
by Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar
(ReDIF-paper, nbr:nberwo:15760) - An Empirical Model for Strategic Network Formation
NBER Working Papers, National Bureau of Economic Research, Inc (2010)
by Nicholas A. Christakis & James H. Fowler & Guido W. Imbens & Karthik Kalyanaraman
(ReDIF-paper, nbr:nberwo:16039) - Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach
NBER Working Papers, National Bureau of Economic Research, Inc (2010)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder
(ReDIF-paper, nbr:nberwo:16499) - Robust Inference for Misspecified Models Conditional on Covariates
NBER Working Papers, National Bureau of Economic Research, Inc (2011)
by Alberto Abadie & Guido W. Imbens & Fanyin Zheng
(ReDIF-paper, nbr:nberwo:17442) - Identification and Inference with Many Invalid Instruments
NBER Working Papers, National Bureau of Economic Research, Inc (2011)
by Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:17519) - Robust Standard Errors in Small Samples: Some Practical Advice
NBER Working Papers, National Bureau of Economic Research, Inc (2012)
by Guido W. Imbens & Michal Kolesar
(ReDIF-paper, nbr:nberwo:18478) - Why ask Why? Forward Causal Inference and Reverse Causal Questions
NBER Working Papers, National Bureau of Economic Research, Inc (2013)
by Andrew Gelman & Guido Imbens
(ReDIF-paper, nbr:nberwo:19614) - Matching Methods in Practice: Three Examples
NBER Working Papers, National Bureau of Economic Research, Inc (2014)
by Guido Imbens
(ReDIF-paper, nbr:nberwo:19959) - Instrumental Variables: An Econometrician's Perspective
NBER Working Papers, National Bureau of Economic Research, Inc (2014)
by Guido Imbens
(ReDIF-paper, nbr:nberwo:19983) - Finite Population Causal Standard Errors
NBER Working Papers, National Bureau of Economic Research, Inc (2014)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge
(ReDIF-paper, nbr:nberwo:20325) - Why High-order Polynomials Should not be Used in Regression Discontinuity Designs
NBER Working Papers, National Bureau of Economic Research, Inc (2014)
by Andrew Gelman & Guido Imbens
(ReDIF-paper, nbr:nberwo:20405) - External Validity in Fuzzy Regression Discontinuity Designs
NBER Working Papers, National Bureau of Economic Research, Inc (2014)
by Marinho Bertanha & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:20773) - Exact P-values for Network Interference
NBER Working Papers, National Bureau of Economic Research, Inc (2015)
by Susan Athey & Dean Eckles & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:21313) - Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching
NBER Working Papers, National Bureau of Economic Research, Inc (2016)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder
(ReDIF-paper, nbr:nberwo:22098) - Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis
NBER Working Papers, National Bureau of Economic Research, Inc (2016)
by Nikolay Doudchenko & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:22791) - When Should You Adjust Standard Errors for Clustering?
NBER Working Papers, National Bureau of Economic Research, Inc (2017)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge
(ReDIF-paper, nbr:nberwo:24003) - The Role of the Propensity Score in Fixed Effect Models
NBER Working Papers, National Bureau of Economic Research, Inc (2018)
by Dmitry Arkhangelsky & Guido Imbens
(ReDIF-paper, nbr:nberwo:24814) - A Causal Bootstrap
NBER Working Papers, National Bureau of Economic Research, Inc (2018)
by Guido Imbens & Konrad Menzel
(ReDIF-paper, nbr:nberwo:24833) - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
NBER Working Papers, National Bureau of Economic Research, Inc (2018)
by Susan Athey & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:24963) - Matrix Completion Methods for Causal Panel Data Models
NBER Working Papers, National Bureau of Economic Research, Inc (2018)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi
(ReDIF-paper, nbr:nberwo:25132) - Synthetic Difference In Differences
NBER Working Papers, National Bureau of Economic Research, Inc (2019)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager
(ReDIF-paper, nbr:nberwo:25532) - Ensemble Methods for Causal Effects in Panel Data Settings
NBER Working Papers, National Bureau of Economic Research, Inc (2019)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu
(ReDIF-paper, nbr:nberwo:25675) - Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
NBER Working Papers, National Bureau of Economic Research, Inc (2019)
by Guido Imbens
(ReDIF-paper, nbr:nberwo:26104) - 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 (2019)
by Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang
(ReDIF-paper, nbr:nberwo:26463) - Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations
NBER Working Papers, National Bureau of Economic Research, Inc (2019)
by Susan Athey & Guido W. Imbens & Jonas Metzger & Evan M. Munro
(ReDIF-paper, nbr:nberwo:26566) - Double-Robust Identification for Causal Panel Data Models
NBER Working Papers, National Bureau of Economic Research, Inc (2021)
by Dmitry Arkhangelsky & Guido W. Imbens
(ReDIF-paper, nbr:nberwo:28364) - Semiparametric Estimation of Treatment Effects in Randomized Experiments
NBER Working Papers, National Bureau of Economic Research, Inc (2021)
by Susan Athey & Peter J. Bickel & Aiyou Chen & Guido Imbens & Michael Pollmann
(ReDIF-paper, nbr:nberwo:29242) - Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control
NBER Working Papers, National Bureau of Economic Research, Inc (2023)
by Jann Spiess & Guido Imbens & Amar Venugopal
(ReDIF-paper, nbr:nberwo:31802) - Causal Models for Longitudinal and Panel Data: A Survey
NBER Working Papers, National Bureau of Economic Research, Inc (2023)
by Dmitry Arkhangelsky & Guido Imbens
(ReDIF-paper, nbr:nberwo:31942) - Re-Employment Probabilities over the Business Cycle
NBER Working Papers, National Bureau of Economic Research, Inc (1993)
by Guido W. Imbens & Lisa M. Lynch
(ReDIF-paper, nbr:nberwo:4585) - 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 (1999)
by Guido W. Imbens & Donald B. Rubin & Bruce Sacerdote
(ReDIF-paper, nbr:nberwo:7001) - The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program
NBER Working Papers, National Bureau of Economic Research, Inc (2000)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman
(ReDIF-paper, nbr:nberwo:8007) - Information theoretic approaches to inference in moment condition model
Economics Papers, Economics Group, Nuffield College, University of Oxford ()
by Guido W Imbens, Phillip Johnson & Richard H Spady
(ReDIF-paper, nuf:econwp:9612) - Information Theoretic Approaches to Inference in Movement Condition Models
Economics Papers, Economics Group, Nuffield College, University of Oxford (1995)
by Imbens, G.W. & Johnson, P. & Spady, R.H.
(ReDIF-paper, nuf:econwp:99) - Dealing with limited overlap in estimation of average treatment effects
Biometrika, Biometrika Trust (2009)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-article, oup:biomet:v:96:y:2009:i:1:p:187-199) - Combining Micro and Macro Data in Microeconometric Models
Review of Economic Studies, Oxford University Press (1994)
by Guido W. Imbens & Tony Lancaster
(ReDIF-article, oup:restud:v:61:y:1994:i:4:p:655-680.) - One-Step Estimators for Over-Identified Generalized Method of Moments Models
Review of Economic Studies, Oxford University Press (1997)
by Guido W. Imbens
(ReDIF-article, oup:restud:v:64:y:1997:i:3:p:359-383.) - Estimating Outcome Distributions for Compliers in Instrumental Variables Models
Review of Economic Studies, Oxford University Press (1997)
by Guido W. Imbens & Donald B. Rubin
(ReDIF-article, oup:restud:v:64:y:1997:i:4:p:555-574.) - The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish
Review of Economic Studies, Oxford University Press (2000)
by Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens
(ReDIF-article, oup:restud:v:67:y:2000:i:3:p:499-527.) - Optimal Bandwidth Choice for the Regression Discontinuity Estimator
Review of Economic Studies, Oxford University Press (2012)
by Guido Imbens & Karthik Kalyanaraman
(ReDIF-article, oup:restud:v:79:y:2012:i:3:p:933-959) - The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program
Working Papers, RAND Corporation (2001)
by V. Joseph Hotz & Guido Imbens & Jacob Alex Klerman
(ReDIF-paper, ran:wpaper:dru-2340) - The Analysis of Randomized Experiments with Missing Data
RFF Working Paper Series, Resources for the Future (2000)
by Pizer, William & Imbens, Guido
(ReDIF-paper, rff:dpaper:dp-00-19) - Causality in econometrics: methods in conversation with practice
Nobel Prize in Economics documents, Nobel Prize Committee (2021)
by Imbens, Guido
(ReDIF-paper, ris:nobelp:2021_005) - Mean-square-error Calculations for Average Treatment Effects
IEPR Working Papers, Institute of Economic Policy Research (IEPR) (2005)
by Guido W. Imbens & Whitney Newey & Geert Ridder
(ReDIF-paper, scp:wpaper:05-34) - Mean-squared-error Calculations for Average Treatment Effects
IEPR Working Papers, Institute of Economic Policy Research (IEPR) (2006)
by Guido W. Imbens & Whitney Newey & Geert Ridder
(ReDIF-paper, scp:wpaper:06-57) - Re-employment probabilities over the business cycle
Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao (2006)
by Guido Imbens & Lisa Lynch
(ReDIF-article, spr:portec:v:5:y:2006:i:2:p:111-134) - Clustering, Spatial Correlations, and Randomization Inference
Journal of the American Statistical Association, Taylor & Francis Journals (2012)
by Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár
(ReDIF-article, taf:jnlasa:v:107:y:2012:i:498:p:578-591) - A Martingale Representation for Matching Estimators
Journal of the American Statistical Association, Taylor & Francis Journals (2012)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, taf:jnlasa:v:107:y:2012:i:498:p:833-843) - Inference for Misspecified Models With Fixed Regressors
Journal of the American Statistical Association, Taylor & Francis Journals (2014)
by Alberto Abadie & Guido W. Imbens & Fanyin Zheng
(ReDIF-article, taf:jnlasa:v:109:y:2014:i:508:p:1601-1614) - Exact p-Values for Network Interference
Journal of the American Statistical Association, Taylor & Francis Journals (2018)
by Susan Athey & Dean Eckles & Guido W. Imbens
(ReDIF-article, taf:jnlasa:v:113:y:2018:i:521:p:230-240) - Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei
Journal of the American Statistical Association, Taylor & Francis Journals (2019)
by Susan Athey & Guido W. Imbens & Michael Pollmann
(ReDIF-article, taf:jnlasa:v:114:y:2019:i:528:p:1602-1604) - Matrix Completion Methods for Causal Panel Data Models
Journal of the American Statistical Association, Taylor & Francis Journals (2021)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi
(ReDIF-article, taf:jnlasa:v:116:y:2021:i:536:p:1716-1730) - Bias-Corrected Matching Estimators for Average Treatment Effects
Journal of Business & Economic Statistics, Taylor & Francis Journals (2011)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, taf:jnlbes:v:29:y:2011:i:1:p:1-11) - Social Networks and the Identification of Peer Effects
Journal of Business & Economic Statistics, Taylor & Francis Journals (2013)
by Paul Goldsmith-Pinkham & Guido W. Imbens
(ReDIF-article, taf:jnlbes:v:31:y:2013:i:3:p:253-264) - Rejoinder
Journal of Business & Economic Statistics, Taylor & Francis Journals (2013)
by Paul Goldsmith-Pinkham & Guido Imbens
(ReDIF-article, taf:jnlbes:v:31:y:2013:i:3:p:279-281) - Identification and Inference With Many Invalid Instruments
Journal of Business & Economic Statistics, Taylor & Francis Journals (2015)
by Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens
(ReDIF-article, taf:jnlbes:v:33:y:2015:i:4:p:474-484) - Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs
Journal of Business & Economic Statistics, Taylor & Francis Journals (2019)
by Andrew Gelman & Guido Imbens
(ReDIF-article, taf:jnlbes:v:37:y:2019:i:3:p:447-456) - Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
Journal of Business & Economic Statistics, Taylor & Francis Journals (2020)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder
(ReDIF-article, taf:jnlbes:v:38:y:2020:i:2:p:303-316) - External Validity in Fuzzy Regression Discontinuity Designs
Journal of Business & Economic Statistics, Taylor & Francis Journals (2020)
by Marinho Bertanha & Guido W. Imbens
(ReDIF-article, taf:jnlbes:v:38:y:2020:i:3:p:593-612) - Combining Panel Data Sets with Attrition and Refreshment Samples
Tinbergen Institute Discussion Papers, Tinbergen Institute (1998)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin
(ReDIF-paper, tin:wpaper:19980033) - Efficient estimation and stratified sampling
Discussion Paper, Tilburg University, Center for Economic Research (1991)
by Imbens, G.W. & Lancaster, T.
(ReDIF-paper, tiu:tiucen:12712926-986e-4476-9dce-3381d5da0e47) - Case-Control Studies with Contaminated Controls
Discussion Paper, Tilburg University, Center for Economic Research (1993)
by Imbens, G.W. & Lancaster, T.
(ReDIF-paper, tiu:tiucen:2c3f716c-cded-45a2-9db7-75a44fff5758) - Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players
Discussion Paper, Tilburg University, Center for Economic Research (1999)
by Imbens, G.W. & Rubin, D. & Sacerdote, B.
(ReDIF-paper, tiu:tiucen:43407245-d868-4cec-b289-c1b28024aca6) - Average causal response with variable treatment intensity
Discussion Paper, Tilburg University, Center for Economic Research (1992)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, tiu:tiucen:5f026d94-0b02-4d7e-b5b0-07998949fefc) - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling
Discussion Paper, Tilburg University, Center for Economic Research (1990)
by Imbens, G.W.
(ReDIF-paper, tiu:tiucen:67d429fa-530b-450d-ad86-520d14363f60) - Sources of identifying information in evaluation models
Discussion Paper, Tilburg University, Center for Economic Research (1991)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, tiu:tiucen:cc3993d0-e59d-408d-9ba0-4105550cc509) - Duration models with time-varying coefficients
Research Memorandum, Tilburg University, School of Economics and Management (1989)
by Imbens, G.W.
(ReDIF-paper, tiu:tiurem:8432944f-1cfc-4403-bcbe-4fa38a5bacad) - Efficient estimation of choice-based sample methods with the method of moments
Research Memorandum, Tilburg University, School of Economics and Management (1989)
by Imbens, G.W.
(ReDIF-paper, tiu:tiurem:c5345544-69b5-423f-9036-2574e4a4b801) - Case-Control Studies with Contaminated Controls
Other publications TiSEM, Tilburg University, School of Economics and Management (1993)
by Imbens, G.W. & Lancaster, T.
(ReDIF-paper, tiu:tiutis:2c3f716c-cded-45a2-9db7-75a44fff5758) - Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players
Other publications TiSEM, Tilburg University, School of Economics and Management (1999)
by Imbens, G.W. & Rubin, D. & Sacerdote, B.
(ReDIF-paper, tiu:tiutis:43407245-d868-4cec-b289-c1b28024aca6) - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling
Other publications TiSEM, Tilburg University, School of Economics and Management (1990)
by Imbens, G.W.
(ReDIF-paper, tiu:tiutis:67d429fa-530b-450d-ad86-520d14363f60) - Duration models with time-varying coefficients
Other publications TiSEM, Tilburg University, School of Economics and Management (1989)
by Imbens, G.W.
(ReDIF-paper, tiu:tiutis:8432944f-1cfc-4403-bcbe-4fa38a5bacad) - Efficient estimation of choice-based sample methods with the method of moments
Other publications TiSEM, Tilburg University, School of Economics and Management (1989)
by Imbens, G.W.
(ReDIF-paper, tiu:tiutis:c5345544-69b5-423f-9036-2574e4a4b801) - Sources of identifying information in evaluation models
Other publications TiSEM, Tilburg University, School of Economics and Management (1991)
by Angrist, J.D. & Imbens, G.W.
(ReDIF-paper, tiu:tiutis:cc3993d0-e59d-408d-9ba0-4105550cc509) - Optimized Regression Discontinuity Designs
The Review of Economics and Statistics, MIT Press (2019)
by Guido Imbens & Stefan Wager
(ReDIF-article, tpr:restat:v:101:y:2019:i:2:p:264-278) - Transition Models in a Non-stationary Environment
The Review of Economics and Statistics, MIT Press (1994)
by Imbens, G W
(ReDIF-article, tpr:restat:v:76:y:1994:i:4:p:703-20) - Imposing Moment Restrictions From Auxiliary Data By Weighting
The Review of Economics and Statistics, MIT Press (1999)
by Judith K. Hellerstein & Guido W. Imbens
(ReDIF-article, tpr:restat:v:81:y:1999:i:1:p:1-14) - Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review
The Review of Economics and Statistics, MIT Press (2004)
by Guido W. Imbens
(ReDIF-article, tpr:restat:v:86:y:2004:i:1:p:4-29) - Nonparametric Tests for Treatment Effect Heterogeneity
The Review of Economics and Statistics, MIT Press (2008)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik
(ReDIF-article, tpr:restat:v:90:y:2008:i:3:p:389-405) - Robust Standard Errors in Small Samples: Some Practical Advice
The Review of Economics and Statistics, MIT Press (2016)
by Guido W. Imbens & Michal Kolesár
(ReDIF-article, tpr:restat:v:98:y:2016:i:4:p:701-712) - Implementing matching estimators for average treatment effects in Stata
Stata Journal, StataCorp LP (2004)
by Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens
(ReDIF-article, tsj:stataj:v:4:y:2004:i:3:p:290-311) - 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)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman
(ReDIF-article, ucp:jlabec:v:24:y:2006:i:3:p:521-566) - Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"
Journal of Human Resources, University of Wisconsin Press (1999)
by Joshua D. Angrist & Guido W. Imbens
(ReDIF-article, uwp:jhriss:v:34:y:1999:i:4:p:823-827) - Matching Methods in Practice: Three Examples
Journal of Human Resources, University of Wisconsin Press (2015)
by Guido W. Imbens
(ReDIF-article, uwp:jhriss:v:50:y:2015:i:2:p:373-419) - Matching on the Estimated Propensity Score
Econometrica, Econometric Society (2016)
by Alberto Abadie & Guido W. Imbens
(ReDIF-article, wly:emetrp:v:84:y:2016:i::p:781-807) - Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis
Econometrica, Econometric Society (2020)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge
(ReDIF-article, wly:emetrp:v:88:y:2020:i:1:p:265-296) - Complementarity and aggregate implications of assortative matching: A nonparametric analysis
Quantitative Economics, Econometric Society (2014)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder
(ReDIF-article, wly:quante:v:5:y:2014:i::p:29-66)