Guido Imbens
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Guido |
| last: |
Imbens |
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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 (RePEc:adr:anecst:y:2008:i:91-92:p:175-187)
by Alberto Abadie & Guido W. Imbens - A Measure of Robustness to Misspecification (RePEc:aea:aecrev:v:105:y:2015:i:5:p:476-80)
by Susan Athey & Guido Imbens - Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges (RePEc:aea:aecrev:v:107:y:2017:i:5:p:278-81)
by Susan Athey & Guido Imbens & Thai Pham & Stefan Wager - Synthetic Difference-in-Differences (RePEc:aea:aecrev:v:111:y:2021:i:12:p:4088-4118)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager - Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players (RePEc:aea:aecrev:v:91:y:2001:i:4:p:778-794)
by Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote - Sensitivity to Exogeneity Assumptions in Program Evaluation (RePEc:aea:aecrev:v:93:y:2003:i:2:p:126-132)
by Guildo W. Imbens - Ensemble Methods for Causal Effects in Panel Data Settings (RePEc:aea:apandp:v:109:y:2019:p:65-70)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu - Recent Developments in the Econometrics of Program Evaluation (RePEc:aea:jeclit:v:47:y:2009:i:1:p:5-86)
by Guido W. Imbens & Jeffrey M. Wooldridge - Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009) (RePEc:aea:jeclit:v:48:y:2010:i:2:p:399-423)
by Guido W. Imbens - Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics (RePEc:aea:jeclit:v:58:y:2020:i:4:p:1129-79)
by Guido W. Imbens - The State of Applied Econometrics: Causality and Policy Evaluation (RePEc:aea:jecper:v:31:y:2017:i:2:p:3-32)
by Susan Athey & Guido W. Imbens - Statistical Significance, p-Values, and the Reporting of Uncertainty (RePEc:aea:jecper:v:35:y:2021:i:3:p:157-74)
by Guido W. Imbens - The Analysis of Randomized Experiments with Missing Data (RePEc:ags:rffdps:10596)
by Imbens, Guido W. & Pizer, William A. - Machine Learning Methods That Economists Should Know About (RePEc:anr:reveco:v:11:y:2019:p:685-725)
by Susan Athey & Guido W. Imbens - Recursive Partitioning for Heterogeneous Causal Effects (RePEc:arx:papers:1504.01132)
by Susan Athey & Guido Imbens - Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index (RePEc:arx:papers:1603.09326)
by Susan Athey & Raj Chetty & Guido Imbens & Hyunseung Kang - Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions (RePEc:arx:papers:1604.07125)
by Susan Athey & Guido W. Imbens & Stefan Wager - The Econometrics of Randomized Experiments (RePEc:arx:papers:1607.00698)
by Susan Athey & Guido Imbens - The State of Applied Econometrics - Causality and Policy Evaluation (RePEc:arx:papers:1607.00699)
by Susan Athey & Guido Imbens - Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges (RePEc:arx:papers:1702.01250)
by Susan Athey & Guido Imbens & Thai Pham & Stefan Wager - Sampling-based vs. Design-based Uncertainty in Regression Analysis (RePEc:arx:papers:1706.01778)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge - When Should You Adjust Standard Errors for Clustering? (RePEc:arx:papers:1710.02926)
by Alberto Abadie & Susan Athey & Guido Imbens & Jeffrey Wooldridge - Matrix Completion Methods for Causal Panel Data Models (RePEc:arx:papers:1710.10251)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi - Estimation Considerations in Contextual Bandits (RePEc:arx:papers:1711.07077)
by Maria Dimakopoulou & Zhengyuan Zhou & Susan Athey & Guido Imbens - Fixed Effects and the Generalized Mundlak Estimator (RePEc:arx:papers:1807.02099)
by Dmitry Arkhangelsky & Guido Imbens - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption (RePEc:arx:papers:1808.05293)
by Susan Athey & Guido Imbens - Machine Learning Methods Economists Should Know About (RePEc:arx:papers:1903.10075)
by Susan Athey & Guido Imbens - Ensemble Methods for Causal Effects in Panel Data Settings (RePEc:arx:papers:1903.10079)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu - Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations (RePEc:arx:papers:1909.02210)
by Susan Athey & Guido Imbens & Jonas Metzger & Evan Munro - Doubly Robust Identification for Causal Panel Data Models (RePEc:arx:papers:1909.09412)
by Dmitry Arkhangelsky & Guido W. Imbens - Optimal Experimental Design for Staggered Rollouts (RePEc:arx:papers:1911.03764)
by Ruoxuan Xiong & Susan Athey & Mohsen Bayati & Guido Imbens - Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes (RePEc:arx:papers:2006.09676)
by Susan Athey & Raj Chetty & Guido Imbens - A Design-Based Perspective on Synthetic Control Methods (RePEc:arx:papers:2101.09398)
by Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick - Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference (RePEc:arx:papers:2107.12420)
by Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens - Design-Robust Two-Way-Fixed-Effects Regression For Panel Data (RePEc:arx:papers:2107.13737)
by Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo - Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models (RePEc:arx:papers:2108.03849)
by Guido Imbens & Nathan Kallus & Xiaojie Mao - Semiparametric Estimation of Treatment Effects in Randomized Experiments (RePEc:arx:papers:2109.02603)
by Susan Athey & Peter J. Bickel & Aiyou Chen & Guido W. Imbens & Michael Pollmann - Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations (RePEc:arx:papers:2112.04723)
by Xinkun Nie & Guido Imbens & Stefan Wager - Multiple Randomization Designs (RePEc:arx:papers:2112.13495)
by Patrick Bajari & Brian Burdick & Guido W. Imbens & Lorenzo Masoero & James McQueen & Thomas Richardson & Ido M. Rosen - Evaluating the Cost of Conscription in The Netherlands (RePEc:bes:jnlbes:v:13:y:1995:i:2:p:207-15)
by Imbens, Guido & van der Klaauw, Wilbert - Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment (RePEc:bes:jnlbes:v:19:y:2001:i:1:p:17-20)
by Imbens, Guido W - Bias from Classical and Other Forms of Measurement Error (RePEc:bes:jnlbes:v:19:y:2001:i:4:p:475-81)
by Hyslop, Dean R & Imbens, Guido W - Generalized Method of Moments and Empirical Likelihood (RePEc:bes:jnlbes:v:20:y:2002:i:4:p:493-506)
by Imbens, Guido W - Nonparametric Applications of Bayesian Inference (RePEc:bes:jnlbes:v:21:y:2003:i:1:p:12-18)
by Chamberlain, Gary & Imbens, Guido W - Bias-Corrected Matching Estimators for Average Treatment Effects (RePEc:bes:jnlbes:v:29:i:1:y:2011:p:1-11)
by Abadie, Alberto & Imbens, Guido W. - Propensity score matching and subclassification in observational studies with multi‐level treatments (RePEc:bla:biomet:v:72:y:2016:i:4:p:1055-1065)
by Shu Yang & Guido W. Imbens & Zhanglin Cui & Douglas E. Faries & Zbigniew Kadziola - Matched Sampling for Causal Effects by Donald B. Rubin (RePEc:bla:istatr:v:75:y:2007:i:2:p:257-258)
by Guido W. Imbens - Robust, accurate confidence intervals with a weak instrument: quarter of birth and education (RePEc:bla:jorssa:v:168:y:2005:i:1:p:109-126)
by Guido W. Imbens & Paul R. Rosenbaum - Approximate residual balancing: debiased inference of average treatment effects in high dimensions (RePEc:bla:jorssb:v:80:y:2018:i:4:p:597-623)
by Susan Athey & Guido W. Imbens & Stefan Wager - Matching methods for estimating treatment effects using Stata (RePEc:boc:asug06:13)
by Guido W. Imbens - NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators (RePEc:boc:bocode:s439701)
by Alberto Abadie & Jane Leber Herr & Guido W. Imbens & David M. Drukker - Estimating average treatment effects in Stata (RePEc:boc:wsug07:18)
by Guido Imbens - Identification and Inference in Nonlinear Difference-in-Differences Models (RePEc:cla:levarc:506439000000000079)
by Susan Athey & Guido Imbens - Discrete Choice Models with Multiple Unobserved Choice Characteristics (RePEc:cla:levrem:122247000000001040)
by Susan Athey & Guido Imbens - The Role of the Propensity Score in Fixed Effect Models (RePEc:cmf:wpaper:wp2019_1905)
by Dmitry Arkhangelsky & Guido W. Imbens - Synthetic Difference in Differences (RePEc:cmf:wpaper:wp2019_1907)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager - External Validity in Fuzzy Regression Discontinuity Designs (RePEc:cor:louvco:2016025)
by BERTANHA, Marinho & IMBENS, Guido W. - Evaluating the Cost of Conscription in the Netherlands (RePEc:cvs:starer:93-24)
by Imbens, G. & Van Der Klaauw, W. - 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) (RePEc:ecj:econjl:v::y:2013:i::p:f401-f411)
by Guido Imbens - Exact P-Values for Network Interference (RePEc:ecl:stabus:3287)
by Athey, Susan & Eckles, Dean & Imbens, Guido W. - Sampling-Based vs. Design-Based Uncertainty in Regression Analysis (RePEc:ecl:stabus:3349)
by Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M. - Machine Learning for Estimating Heterogeneous Causal Effects (RePEc:ecl:stabus:3350)
by Athey, Susan & Imbens, Guido W. - Exact P-Values for Network Interference (RePEc:ecl:stabus:3351)
by Athey, Susan & Eckles, Dean & Imbens, Guido W. - Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments (RePEc:ecl:stabus:3381)
by Yang, Shu & Imbens, Guido W. & Cui, Zhanglin & Faries, Douglas E. & Kadziola, Zbigniew - Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing (RePEc:ecl:stabus:3408)
by Athey, Susan & Imbens, Guido W. & Wager, Stefan - Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton (RePEc:ecl:stabus:3648)
by Imbens, Guido W. - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption (RePEc:ecl:stabus:3712)
by Athey, Susan & Imbens, Guido W. - Machine Learning Methods Economists Should Know About (RePEc:ecl:stabus:3776)
by Athey, Susan & Imbens, Guido W. - Optimal Experimental Design for Staggered Rollouts (RePEc:ecl:stabus:3837)
by Athey, Susan & Imbens, Guido W. & Bayati, Mohsen - Semiparametric Estimation of Treatment Effects in Randomized Experiments (RePEc:ecl:stabus:3986)
by Athey, Susan & Bickel, Peter J. & Chen, Aiyou & Imbens, Guido W. & Pollmann, Michael - When Should You Adjust Standard Errors for Clustering? (RePEc:ecl:stabus:repec:ecl:stabus:3596)
by Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey - Econometrica (RePEc:ecm:emetrp)
from Econometric Society as editor - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling (RePEc:ecm:emetrp:v:60:y:1992:i:5:p:1187-214)
by Imbens, Guido W - Identification and Estimation of Local Average Treatment Effects (RePEc:ecm:emetrp:v:62:y:1994:i:2:p:467-75)
by Imbens, Guido W & Angrist, Joshua D - Information Theoretic Approaches to Inference in Moment Condition Models (RePEc:ecm:emetrp:v:66:y:1998:i:2:p:333-358)
by Guido W. Imbens & Richard H. Spady & Phillip Johnson - Combining Panel Data Sets with Attrition and Refreshment Samples (RePEc:ecm:emetrp:v:69:y:2001:i:6:p:1645-1659)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin - Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings (RePEc:ecm:emetrp:v:70:y:2002:i:1:p:91-117)
by Alberto Abadie & Joshua Angrist & Guido Imbens - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score (RePEc:ecm:emetrp:v:71:y:2003:i:4:p:1161-1189)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder - Random Effects Estimators with many Instrumental Variables (RePEc:ecm:emetrp:v:72:y:2004:i:1:p:295-306)
by Gary Chamberlain & Guido Imbens - Confidence Intervals for Partially Identified Parameters (RePEc:ecm:emetrp:v:72:y:2004:i:6:p:1845-1857)
by Guido W. Imbens & Charles F. Manski - Large Sample Properties of Matching Estimators for Average Treatment Effects (RePEc:ecm:emetrp:v:74:y:2006:i:1:p:235-267)
by Alberto Abadie & Guido W. Imbens - Identification and Inference in Nonlinear Difference-in-Differences Models (RePEc:ecm:emetrp:v:74:y:2006:i:2:p:431-497)
by Susan Athey & Guido W. Imbens - On the Failure of the Bootstrap for Matching Estimators (RePEc:ecm:emetrp:v:76:y:2008:i:6:p:1537-1557)
by Alberto Abadie & Guido W. Imbens - Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity (RePEc:ecm:emetrp:v:77:y:2009:i:5:p:1481-1512)
by Guido W. Imbens & Whitney K. Newey - Identification and Estimation of Triangular Simultaneous Equations Models without Additivity (RePEc:ecm:nasm04:594)
by Whitney Newey & Guido Imbens - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score (RePEc:ecm:wc2000:1166)
by Guido Imbens - Confidence intervals in generalized method of moments models (RePEc:eee:econom:v:107:y:2002:i:1-2:p:87-98)
by Imbens, Guido W. & Spady, Richard - Empirical likelihood estimation and consistent tests with conditional moment restrictions (RePEc:eee:econom:v:117:y:2003:i:1:p:55-93)
by Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K. - Predicting the efficacy of future training programs using past experiences at other locations (RePEc:eee:econom:v:125:y:2005:i:1-2:p:241-270)
by Joseph Hotz, V. & Imbens, Guido W. & Mortimer, Julie H. - Instrumental variable estimation of nonseparable models (RePEc:eee:econom:v:139:y:2007:i:1:p:4-14)
by Chernozhukov, Victor & Imbens, Guido W. & Newey, Whitney K. - Special issue editors' introduction: The regression discontinuity design--Theory and applications (RePEc:eee:econom:v:142:y:2008:i:2:p:611-614)
by Imbens, Guido & Lemieux, Thomas - Regression discontinuity designs: A guide to practice (RePEc:eee:econom:v:142:y:2008:i:2:p:615-635)
by Imbens, Guido W. & Lemieux, Thomas - Choosing instrumental variables in conditional moment restriction models (RePEc:eee:econom:v:152:y:2009:i:1:p:28-36)
by Donald, Stephen G. & Imbens, Guido W. & Newey, Whitney K. - Design-based analysis in Difference-In-Differences settings with staggered adoption (RePEc:eee:econom:v:226:y:2022:i:1:p:62-79)
by Athey, Susan & Imbens, Guido W. - Optimal stock/flow panels (RePEc:eee:econom:v:66:y:1995:i:1-2:p:325-348)
by Lancaster, Tony & Imbens, Guido - Case-control studies with contaminated controls (RePEc:eee:econom:v:71:y:1996:i:1-2:p:145-160)
by Lancaster, Tony & Imbens, Guido - Efficient estimation and stratified sampling (RePEc:eee:econom:v:74:y:1996:i:2:p:289-318)
by Imbens, Guido W. & Lancaster, Tony - Redefine Statistical Significance (RePEc:feb:artefa:00612)
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 - Efficient Estimation And Stratified Sampling (RePEc:fth:harver:1545)
by Imbens, G. & Lancaster, T. - An Efficient Method Of Moments Estimator For Discrete Choice Models With Choice-Based Sampling (RePEc:fth:harver:1546)
by Imbens, G.W. - Sources of Identifying Information in Evaluation Models (RePEc:fth:harver:1568)
by Angrist, J.D. & Imbens, G.W. - Combining Micro and Macro Data in Microeconometric Models (RePEc:fth:harver:1578)
by Imbens, G.W. & Lancaster, T. - Average Causal Response with Variable Treatment Intensity (RePEc:fth:harver:1611)
by Imbens, G. & Angrist, J.D. - Case-Control Studies with Contaminated Controls (RePEc:fth:harver:1612)
by Imbens, G. & Lancaster, T. - Evolution and Rationality Some Recent Game-Theoretic Results. Identification and Estimation of Local Average Treatment Effects (RePEc:fth:harver:1617)
by Imbens, G.W. - Evaluating the Cost of Conscription in the Netherlands (RePEc:fth:harver:1632)
by Imbens, G. & Van Der Klaauw, W. - A New Approach to Generalized Method on Moments Estimation (RePEc:fth:harver:1633)
by Imbens, G. - Raking and Regression (RePEc:fth:harver:1657)
by Imbens, G.W. & Hellerstein, J.K. - Semiparametric Applications of Bayesian Influence (RePEc:fth:harver:1716)
by Gary Chamberlain & Guido W. Imbens - Information Theoretic Approaches to Inference in Moment Condition Models (RePEc:fth:harver:1736)
by Guido W. Imbens & Phillip Johnson & Richard H. Spady - Nonparametric Applications of Bayesian Inference (RePEc:fth:harver:1772)
by Gary Chamberlain & Guido W. Imbens - Hierarchical Bayes Models with Many Instrumental Variables (RePEc:fth:harver:1781)
by Gary Chamberlain & Guido W. Imbens - An Efficient Method Of Moments Estimator For Descrete Choice Models With Choice-Based Sampling (RePEc:fth:tilbur:9009)
by Imbens, G.W. - Sources of Identifying Information in Evaluation Models (RePEc:fth:tilbur:9142)
by Angrist, J.D. & Imbens, G.W. - Efficient Estimation and Stratified Sampling (RePEc:fth:tilbur:9145)
by Imbens, G. & Lancaster, T. - Average Causal Response with Variable Treatment Intensity (RePEc:fth:tilbur:9234)
by Angrist, J.D. & Imbens, G.W. - Case-Control Studies with Contaminated Controls (RePEc:fth:tilbur:9307)
by Imbens, G. & Lancaster, T. - Identification and Inference With Many Invalid Instruments (RePEc:hrv:faseco:27769098)
by Kolesar, Michal & Chetty, Raj & Friedman, John & Glaeser, Edward Ludwig & Imbens, Guido - Dealing with Limited Overlap in Estimation of Average Treatment Effects (RePEc:hrv:faseco:3007645)
by Hotz, V. Joseph & Crump, Richard K. & Mitnik, Oscar A. & Imbens, Guido - Nonparametric Tests for Treatment Effect Heterogeneity (RePEc:hrv:faseco:3039049)
by Mitnik, Oscar K. & Imbens, Guido & Hotz, V. Joseph & Crump, Richard K. - The Regression Discontinuity Design — Theory and Applications (RePEc:hrv:faseco:3043411)
by Lemieux, Thomas & Imbens, Guido - On the Failure of the Bootstrap for Matching Estimators (RePEc:hrv:faseco:3043415)
by Imbens, Guido & Abadie, Alberto - Recent Developments in the Econometrics of Program Evaluation (RePEc:hrv:faseco:3043416)
by Wooldridge, Jeffrey M. & Imbens, Guido - Hierarchical Bayes Models with Many Instrumental Variables (RePEc:hrv:faseco:3221489)
by Chamberlain, Gary & Imbens, Guido - Nonparametric Applications of Bayesian Inference (RePEc:hrv:faseco:3221493)
by Imbens, Guido & Chamberlain, Gary - Discrete Choice Models With Multiple Unobserved Choice Characteristics (RePEc:ier:iecrev:v:48:y:2007:i:4:p:1159-1192)
by Susan Athey & Guido W. Imbens - Optimal bandwidth choice for the regression discontinuity estimator (RePEc:ifs:cemmap:05/10)
by Guido Imbens & Karthik Kalyanaraman - Confidence intervals for partially identified parameters (RePEc:ifs:cemmap:09/03)
by Guido Imbens & Charles F. Manski - Identification and efficiency bounds for the average match function under conditionally exogenous matching (RePEc:ifs:cemmap:10/16)
by Bryan S. Graham & Guido Imbens & Geert Ridder - An empirical model for strategic network formation (RePEc:ifs:cemmap:16/10)
by Nicholas Christakis & James Fowler & Guido Imbens & Karthik Kalyanaraman - Recent developments in the econometrics of program evaluation (RePEc:ifs:cemmap:24/08)
by Guido Imbens & Jeffrey M. Wooldridge - Nonparametric Tests for Treatment Effect Heterogeneity (RePEc:iza:izadps:dp2091)
by Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A. - Re-Employment Probabilities over the Business Cycle (RePEc:iza:izadps:dp2167)
by Imbens, Guido W. & Lynch, Lisa M. - Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand (RePEc:iza:izadps:dp2347)
by Crump, Richard K. & Hotz, V. Joseph & Imbens, Guido W. & Mitnik, Oscar A. - Recent Developments in the Econometrics of Program Evaluation (RePEc:iza:izadps:dp3640)
by Imbens, Guido W. & Wooldridge, Jeffrey M. - Optimal Bandwidth Choice for the Regression Discontinuity Estimator (RePEc:iza:izadps:dp3995)
by Imbens, Guido W. & Kalyanaraman, Karthik - A Martingale Representation for Matching Estimators (RePEc:iza:izadps:dp4073)
by Abadie, Alberto & Imbens, Guido W. - Instrumental Variables: An Econometrician's Perspective (RePEc:iza:izadps:dp8048)
by Imbens, Guido W. - Matching Methods in Practice: Three Examples (RePEc:iza:izadps:dp8049)
by Imbens, Guido W. - Jackknife Instrumental Variables Estimation (RePEc:jae:japmet:v:14:y:1999:i:1:p:57-67)
by Angrist, J D & Imbens, G W & Krueger, A B - Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand (RePEc:mia:wpaper:0608)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Nonparametric Tests for Treatment Effect Heterogeneity (RePEc:mia:wpaper:0609)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Dealing with Limited Overlap in Estimation of Average Treatment Effects (RePEc:mia:wpaper:0716)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings (RePEc:mit:worpap:99-16)
by Alberto Abadie & Joshua Angrist & Guido Imbens - Standards for Regression Discontinuity Designs (RePEc:mpr:mprres:e5d6da12fbe441b88cb04013d5093f2a)
by P. Schochet & T. Cook & J. Deke & G. Imbens & J.R. Lockwood & J. Porter & J. Smith - Redefine statistical significance (RePEc:nat:nathum:v:2:y:2018:i:1:d:10.1038_s41562-017-0189-z)
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 - Sources of Identifying Information in Evaluation Models (RePEc:nbr:nberte:0117)
by Joshua D. Angrist & Guido W. Imbens - Identification and Estimation of Local Average Treatment Effects (RePEc:nbr:nberte:0118)
by Joshua D. Angrist & Guido W. Imbens - Average Causal Response with Variable Treatment Intensity (RePEc:nbr:nberte:0127)
by Joshua D. Angrist & Guido W. Imbens - Identification of Causal Effects Using Instrumental Variables (RePEc:nbr:nberte:0136)
by Joshua D. Angrist & Guido W. Imbens & D.B. Rubin - Jackknife Instrumental Variables Estimation (RePEc:nbr:nberte:0172)
by Joshua D. Angrist & Guido W. Imbens & Alan Krueger - Non-Parametric Demand Analysis with an Application to the Demand for Fish (RePEc:nbr:nberte:0178)
by Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens - Information Theoretic Approaches to Inference in Moment Condition Models (RePEc:nbr:nberte:0186)
by Guido W. Imbens & Phillip Johnson & Richard H. Spady - Nonparametric Applications of Bayesian Inference (RePEc:nbr:nberte:0200)
by Gary Chamberlain & Guido W. Imbens - Imposing Moment Restrictions from Auxiliary Data by Weighting (RePEc:nbr:nberte:0202)
by Guido W. Imbens & Judith K. Hellerstein - Hierarchical Bayes Models with Many Instrumental Variables (RePEc:nbr:nberte:0204)
by Gary Chamberlain & Guido W. Imbens - Instrumental Variables Estimation of Quantile Treatment Effects (RePEc:nbr:nberte:0229)
by Alberto Abadie & Joshua D. Angrist & Guido W. Imbens - Combining Panel Data Sets with Attrition and Refreshment Samples (RePEc:nbr:nberte:0230)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin - The Role of the Propensity Score in Estimating Dose-Response Functions (RePEc:nbr:nberte:0237)
by Guido W. Imbens - Predicting the Efficacy of Future Training Programs Using Past Experiences (RePEc:nbr:nberte:0238)
by V. Joseph Hotz & Guido W. Imbens & Julie H. Mortimer - Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score (RePEc:nbr:nberte:0251)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder - Bias from Classical and Other Forms of Measurement Error (RePEc:nbr:nberte:0257)
by Dean R. Hyslop & Guido W. Imbens - Identification and Inference in Nonlinear Difference-In-Differences Models (RePEc:nbr:nberte:0280)
by Susan Athey & Guido W. Imbens - Simple and Bias-Corrected Matching Estimators for Average Treatment Effects (RePEc:nbr:nberte:0283)
by Alberto Abadie & Guido W. Imbens - Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity (RePEc:nbr:nberte:0285)
by Guido W. Imbens & Whitney K. Newey - Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review (RePEc:nbr:nberte:0294)
by Guido W. Imbens - Nonparametric Tests for Treatment Effect Heterogeneity (RePEc:nbr:nberte:0324)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - On the Failure of the Bootstrap for Matching Estimators (RePEc:nbr:nberte:0325)
by Alberto Abadie & Guido W. Imbens - Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand (RePEc:nbr:nberte:0330)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Regression Discontinuity Designs: A Guide to Practice (RePEc:nbr:nberte:0337)
by Guido Imbens & Thomas Lemieux - Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program (RePEc:nbr:nberwo:11939)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman - Regression Discontinuity Designs: A Guide to Practice (RePEc:nbr:nberwo:13039)
by Guido Imbens & Thomas Lemieux - Recent Developments in the Econometrics of Program Evaluation (RePEc:nbr:nberwo:14251)
by Guido M. Imbens & Jeffrey M. Wooldridge - Optimal Bandwidth Choice for the Regression Discontinuity Estimator (RePEc:nbr:nberwo:14726)
by Guido Imbens & Karthik Kalyanaraman - A Martingale Representation for Matching Estimators (RePEc:nbr:nberwo:14756)
by Alberto Abadie & Guido Imbens - Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis (RePEc:nbr:nberwo:14860)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder - Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009) (RePEc:nbr:nberwo:14896)
by Guido W. Imbens - Matching on the Estimated Propensity Score (RePEc:nbr:nberwo:15301)
by Alberto Abadie & Guido W. Imbens - Clustering, Spatial Correlations and Randomization Inference (RePEc:nbr:nberwo:15760)
by Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar - An Empirical Model for Strategic Network Formation (RePEc:nbr:nberwo:16039)
by Nicholas A. Christakis & James H. Fowler & Guido W. Imbens & Karthik Kalyanaraman - Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach (RePEc:nbr:nberwo:16499)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder - Robust Inference for Misspecified Models Conditional on Covariates (RePEc:nbr:nberwo:17442)
by Alberto Abadie & Guido W. Imbens & Fanyin Zheng - Identification and Inference with Many Invalid Instruments (RePEc:nbr:nberwo:17519)
by Michal Kolesár & Raj Chetty & John N. Friedman & Edward L. Glaeser & Guido W. Imbens - Robust Standard Errors in Small Samples: Some Practical Advice (RePEc:nbr:nberwo:18478)
by Guido W. Imbens & Michal Kolesar - Why ask Why? Forward Causal Inference and Reverse Causal Questions (RePEc:nbr:nberwo:19614)
by Andrew Gelman & Guido Imbens - Matching Methods in Practice: Three Examples (RePEc:nbr:nberwo:19959)
by Guido Imbens - Instrumental Variables: An Econometrician's Perspective (RePEc:nbr:nberwo:19983)
by Guido Imbens - Finite Population Causal Standard Errors (RePEc:nbr:nberwo:20325)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge - Why High-order Polynomials Should not be Used in Regression Discontinuity Designs (RePEc:nbr:nberwo:20405)
by Andrew Gelman & Guido Imbens - External Validity in Fuzzy Regression Discontinuity Designs (RePEc:nbr:nberwo:20773)
by Marinho Bertanha & Guido W. Imbens - Exact P-values for Network Interference (RePEc:nbr:nberwo:21313)
by Susan Athey & Dean Eckles & Guido W. Imbens - Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching (RePEc:nbr:nberwo:22098)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder - Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis (RePEc:nbr:nberwo:22791)
by Nikolay Doudchenko & Guido W. Imbens - When Should You Adjust Standard Errors for Clustering? (RePEc:nbr:nberwo:24003)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey Wooldridge - The Role of the Propensity Score in Fixed Effect Models (RePEc:nbr:nberwo:24814)
by Dmitry Arkhangelsky & Guido Imbens - A Causal Bootstrap (RePEc:nbr:nberwo:24833)
by Guido Imbens & Konrad Menzel - Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption (RePEc:nbr:nberwo:24963)
by Susan Athey & Guido W. Imbens - Matrix Completion Methods for Causal Panel Data Models (RePEc:nbr:nberwo:25132)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi - Synthetic Difference In Differences (RePEc:nbr:nberwo:25532)
by Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager - Ensemble Methods for Causal Effects in Panel Data Settings (RePEc:nbr:nberwo:25675)
by Susan Athey & Mohsen Bayati & Guido Imbens & Zhaonan Qu - Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics (RePEc:nbr:nberwo:26104)
by Guido Imbens - The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely (RePEc:nbr:nberwo:26463)
by Susan Athey & Raj Chetty & Guido W. Imbens & Hyunseung Kang - Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations (RePEc:nbr:nberwo:26566)
by Susan Athey & Guido W. Imbens & Jonas Metzger & Evan M. Munro - Double-Robust Identification for Causal Panel Data Models (RePEc:nbr:nberwo:28364)
by Dmitry Arkhangelsky & Guido W. Imbens - Semiparametric Estimation of Treatment Effects in Randomized Experiments (RePEc:nbr:nberwo:29242)
by Susan Athey & Peter J. Bickel & Aiyou Chen & Guido Imbens & Michael Pollmann - Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control (RePEc:nbr:nberwo:31802)
by Jann Spiess & Guido Imbens & Amar Venugopal - Causal Models for Longitudinal and Panel Data: A Survey (RePEc:nbr:nberwo:31942)
by Dmitry Arkhangelsky & Guido Imbens - Using Multiple Outcomes to Adjust Standard Errors for Spatial Correlation (RePEc:nbr:nberwo:33716)
by Stefano DellaVigna & Guido Imbens & Woojin Kim & David M. Ritzwoller - The Experimental Selection Correction Estimator: Using Experiments to Remove Biases in Observational Estimates (RePEc:nbr:nberwo:33817)
by Susan Athey & Raj Chetty & Guido Imbens - Re-Employment Probabilities over the Business Cycle (RePEc:nbr:nberwo:4585)
by Guido W. Imbens & Lisa M. Lynch - Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players (RePEc:nbr:nberwo:7001)
by Guido W. Imbens & Donald B. Rubin & Bruce Sacerdote - The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program (RePEc:nbr:nberwo:8007)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman - Information theoretic approaches to inference in moment condition model (RePEc:nuf:econwp:9612)
by Guido W Imbens, Phillip Johnson & Richard H Spady - Information Theoretic Approaches to Inference in Movement Condition Models (RePEc:nuf:econwp:99)
by Imbens, G.W. & Johnson, P. & Spady, R.H. - Dealing with limited overlap in estimation of average treatment effects (RePEc:oup:biomet:v:96:y:2009:i:1:p:187-199)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Combining Micro and Macro Data in Microeconometric Models (RePEc:oup:restud:v:61:y:1994:i:4:p:655-680.)
by Guido W. Imbens & Tony Lancaster - One-Step Estimators for Over-Identified Generalized Method of Moments Models (RePEc:oup:restud:v:64:y:1997:i:3:p:359-383.)
by Guido W. Imbens - Estimating Outcome Distributions for Compliers in Instrumental Variables Models (RePEc:oup:restud:v:64:y:1997:i:4:p:555-574.)
by Guido W. Imbens & Donald B. Rubin - The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish (RePEc:oup:restud:v:67:y:2000:i:3:p:499-527.)
by Joshua D. Angrist & Kathryn Graddy & Guido W. Imbens - Optimal Bandwidth Choice for the Regression Discontinuity Estimator (RePEc:oup:restud:v:79:y:2012:i:3:p:933-959)
by Guido Imbens & Karthik Kalyanaraman - The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program (RePEc:ran:wpaper:dru-2340)
by V. Joseph Hotz & Guido Imbens & Jacob Alex Klerman - The Analysis of Randomized Experiments with Missing Data (RePEc:rff:dpaper:dp-00-19)
by Pizer, William & Imbens, Guido - Causality in econometrics: methods in conversation with practice (RePEc:ris:nobelp:2021_005)
by Imbens, Guido - Mean-square-error Calculations for Average Treatment Effects (RePEc:scp:wpaper:05-34)
by Guido W. Imbens & Whitney Newey & Geert Ridder - Mean-squared-error Calculations for Average Treatment Effects (RePEc:scp:wpaper:06-57)
by Guido W. Imbens & Whitney Newey & Geert Ridder - Re-employment probabilities over the business cycle (RePEc:spr:portec:v:5:y:2006:i:2:p:111-134)
by Guido Imbens & Lisa Lynch - Clustering, Spatial Correlations, and Randomization Inference (RePEc:taf:jnlasa:v:107:y:2012:i:498:p:578-591)
by Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár - A Martingale Representation for Matching Estimators (RePEc:taf:jnlasa:v:107:y:2012:i:498:p:833-843)
by Alberto Abadie & Guido W. Imbens - Inference for Misspecified Models With Fixed Regressors (RePEc:taf:jnlasa:v:109:y:2014:i:508:p:1601-1614)
by Alberto Abadie & Guido W. Imbens & Fanyin Zheng - Exact p-Values for Network Interference (RePEc:taf:jnlasa:v:113:y:2018:i:521:p:230-240)
by Susan Athey & Dean Eckles & Guido W. Imbens - Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei (RePEc:taf:jnlasa:v:114:y:2019:i:528:p:1602-1604)
by Susan Athey & Guido W. Imbens & Michael Pollmann - Matrix Completion Methods for Causal Panel Data Models (RePEc:taf:jnlasa:v:116:y:2021:i:536:p:1716-1730)
by Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi - Bias-Corrected Matching Estimators for Average Treatment Effects (RePEc:taf:jnlbes:v:29:y:2011:i:1:p:1-11)
by Alberto Abadie & Guido W. Imbens - Social Networks and the Identification of Peer Effects (RePEc:taf:jnlbes:v:31:y:2013:i:3:p:253-264)
by Paul Goldsmith-Pinkham & Guido W. Imbens - Rejoinder (RePEc:taf:jnlbes:v:31:y:2013:i:3:p:279-281)
by Paul Goldsmith-Pinkham & Guido Imbens - Identification and Inference With Many Invalid Instruments (RePEc:taf:jnlbes:v:33:y:2015:i:4:p:474-484)
by Michal Kolesár & Raj Chetty & John Friedman & Edward Glaeser & Guido W. Imbens - Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs (RePEc:taf:jnlbes:v:37:y:2019:i:3:p:447-456)
by Andrew Gelman & Guido Imbens - Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching (RePEc:taf:jnlbes:v:38:y:2020:i:2:p:303-316)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder - External Validity in Fuzzy Regression Discontinuity Designs (RePEc:taf:jnlbes:v:38:y:2020:i:3:p:593-612)
by Marinho Bertanha & Guido W. Imbens - Combining Panel Data Sets with Attrition and Refreshment Samples (RePEc:tin:wpaper:19980033)
by Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin - Efficient estimation and stratified sampling (RePEc:tiu:tiucen:12712926-986e-4476-9dce-3381d5da0e47)
by Imbens, G.W. & Lancaster, T. - Case-Control Studies with Contaminated Controls (RePEc:tiu:tiucen:2c3f716c-cded-45a2-9db7-75a44fff5758)
by Imbens, G.W. & Lancaster, T. - Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players (RePEc:tiu:tiucen:43407245-d868-4cec-b289-c1b28024aca6)
by Imbens, G.W. & Rubin, D. & Sacerdote, B. - Average causal response with variable treatment intensity (RePEc:tiu:tiucen:5f026d94-0b02-4d7e-b5b0-07998949fefc)
by Angrist, J.D. & Imbens, G.W. - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling (RePEc:tiu:tiucen:67d429fa-530b-450d-ad86-520d14363f60)
by Imbens, G.W. - Sources of identifying information in evaluation models (RePEc:tiu:tiucen:cc3993d0-e59d-408d-9ba0-4105550cc509)
by Angrist, J.D. & Imbens, G.W. - Duration models with time-varying coefficients (RePEc:tiu:tiurem:8432944f-1cfc-4403-bcbe-4fa38a5bacad)
by Imbens, G.W. - Efficient estimation of choice-based sample methods with the method of moments (RePEc:tiu:tiurem:c5345544-69b5-423f-9036-2574e4a4b801)
by Imbens, G.W. - Case-Control Studies with Contaminated Controls (RePEc:tiu:tiutis:2c3f716c-cded-45a2-9db7-75a44fff5758)
by Imbens, G.W. & Lancaster, T. - Estimating the effect of unearned income on labor supply, earnings, savings and consumption : Evidence from a survey of lottery players (RePEc:tiu:tiutis:43407245-d868-4cec-b289-c1b28024aca6)
by Imbens, G.W. & Rubin, D. & Sacerdote, B. - An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling (RePEc:tiu:tiutis:67d429fa-530b-450d-ad86-520d14363f60)
by Imbens, G.W. - Duration models with time-varying coefficients (RePEc:tiu:tiutis:8432944f-1cfc-4403-bcbe-4fa38a5bacad)
by Imbens, G.W. - Efficient estimation of choice-based sample methods with the method of moments (RePEc:tiu:tiutis:c5345544-69b5-423f-9036-2574e4a4b801)
by Imbens, G.W. - Sources of identifying information in evaluation models (RePEc:tiu:tiutis:cc3993d0-e59d-408d-9ba0-4105550cc509)
by Angrist, J.D. & Imbens, G.W. - Optimized Regression Discontinuity Designs (RePEc:tpr:restat:v:101:y:2019:i:2:p:264-278)
by Guido Imbens & Stefan Wager - Transition Models in a Non-stationary Environment (RePEc:tpr:restat:v:76:y:1994:i:4:p:703-20)
by Imbens, G W - Imposing Moment Restrictions From Auxiliary Data By Weighting (RePEc:tpr:restat:v:81:y:1999:i:1:p:1-14)
by Judith K. Hellerstein & Guido W. Imbens - Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review (RePEc:tpr:restat:v:86:y:2004:i:1:p:4-29)
by Guido W. Imbens - Nonparametric Tests for Treatment Effect Heterogeneity (RePEc:tpr:restat:v:90:y:2008:i:3:p:389-405)
by Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik - Robust Standard Errors in Small Samples: Some Practical Advice (RePEc:tpr:restat:v:98:y:2016:i:4:p:701-712)
by Guido W. Imbens & Michal Kolesár - Implementing matching estimators for average treatment effects in Stata (RePEc:tsj:stataj:v:4:y:2004:i:3:p:290-311)
by Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens - Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program (RePEc:ucp:jlabec:v:24:y:2006:i:3:p:521-566)
by V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman - Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations" (RePEc:uwp:jhriss:v:34:y:1999:i:4:p:823-827)
by Joshua D. Angrist & Guido W. Imbens - Matching Methods in Practice: Three Examples (RePEc:uwp:jhriss:v:50:y:2015:i:2:p:373-419)
by Guido W. Imbens - Matching on the Estimated Propensity Score (RePEc:wly:emetrp:v:84:y:2016:i::p:781-807)
by Alberto Abadie & Guido W. Imbens - Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis (RePEc:wly:emetrp:v:88:y:2020:i:1:p:265-296)
by Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge - Complementarity and aggregate implications of assortative matching: A nonparametric analysis (RePEc:wly:quante:v:5:y:2014:i::p:29-66)
by Bryan S. Graham & Guido W. Imbens & Geert Ridder