Imbens, Guido W.

Recent Developments in the Econometrics of Program Evaluation

Imbens, G. W., & Wooldridge, J. M. (2009) · Journal of Economic Literature

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 4,926

Identification of Causal Effects Using Instrumental Variables

Angrist, J. D., Imbens, G. W., & Rubin, D. B. (1996) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 4,230

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction

Imbens, G. W., & Rubin, D. B. (2015) · Cambridge University Press eBooks

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 4,210

Identification and estimation of local average treatment effects

Imbens, G. W., & Angrist, J. D. (1994) · Econometrica

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 4,101

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

Imbens, G. W. (2004) · Review of Economics and Statistics

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 2,994

Large sample properties of matching estimators for average treatment effects

Abadie, A., & Imbens, G. W. (2006) · Econometrica

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 2,908

Redefine statistical significance

Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E.-J., Berk, R., Bollen, K. A., Brembs, B., Brown, L., Camerer, C., et al. (2017) · Nature Human Behaviour

Meta-analysis and systematic reviewsStatistical Methods in Clinical Trials

Cited by 2,772

Recursive partitioning for heterogeneous causal effects

Athey, S., & Imbens, G. (2016) · Proceedings of the National Academy of Sciences

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,586

Synthetic Difference-in-Differences

Arkhangelsky, D., Athey, S., Hirshberg, D. A., Imbens, G. W., & Wager, S. (2021) · American Economic Review

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 1,518

When Should You Adjust Standard Errors for Clustering?

Abadie, A., Athey, S., Imbens, G. W., & Wooldridge, J. M. (2022) · The Quarterly Journal of Economics

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 1,460

Bias-Corrected Matching Estimators for Average Treatment Effects

Abadie, A., & Imbens, G. W. (2011) · Journal of Business & Economic Statistics

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 1,416

Machine Learning Methods That Economists Should Know About

Athey, S., & Imbens, G. W. (2019) · Annual Review of Economics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,163

Identification and Inference in Nonlinear Difference-in-Differences Models

Athey, S., & Imbens, G. W. (2006) · Econometrica

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 1,084

The Propensity Score with Continuous Treatments

Hirano, K., & Imbens, G. W. (2004) · Wiley Series in Probability and Statistics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,064

Estimation of Causal Effects using Propensity Score Weighting: An Application to Data on Right Heart Catheterization

Hirano, K., & Imbens, G. W. (2001) · Health Services and Outcomes Research Methodology

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 1,039

Dealing with limited overlap in estimation of average treatment effects

Crump, R. K., Hotz, V. J., Imbens, G. W., & Mitnik, O. A. (2009) · Biometrika

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 1,007

Design-based analysis in Difference-In-Differences settings with staggered adoption

Athey, S., & Imbens, G. W. (2022) · Journal of Econometrics

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 917

Bayesian inference for causal effects in randomized experiments with noncompliance

Imbens, G. W., & Rubin, D. B. (1997) · The Annals of Statistics

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 538

Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players

Imbens, G. W., Rubin, D. B., & Sacerdote, B. I. (2001) · American Economic Review

Financial Literacy, Pension, Retirement AnalysisLabor market dynamics and wage inequality

Cited by 512

Matrix Completion Methods for Causal Panel Data Models

Athey, S., Bayati, M., Doudchenko, N., Imbens, G., & Khosravi, K. (2018) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 497

Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis

Doudchenko, N., & Imbens, G. (2016) · National Bureau of Economic Research

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 410

Predicting the efficacy of future training programs using past experiences at other locations

Joseph Hotz, V., Imbens, G. W., & Mortimer, J. H. (2005) · Journal of Econometrics

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 190

Sources of Identifying Information in Evaluation Models

Angrist, J., & Imbens, G. (1991) · National Bureau of Economic Research

Advanced Causal Inference TechniquesEvaluation and Performance Assessment

Cited by 72

Causal models for longitudinal and panel data: a survey

Arkhangelsky, D., & Imbens, G. (2024) · The Econometrics Journal

Advanced Causal Inference TechniquesSpatial and Panel Data Analysis

Cited by 50