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

Cambridge University Press, 2015

2015

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The State of Applied Econometrics: Causality and Policy Evaluation

The Journal of economic perspectives, 2017-04, Vol.31 (2), p.3-32

2017

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

Journal of econometrics, 2022-01, Vol.226 (1), p.62-79

2022

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Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics

Journal of economic literature, 2020-12, Vol.58 (4), p.1129-1179

Imbens, Guido W.

2020

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Matching Methods in Practice: Three Examples

The Journal of human resources, 2015, Vol.50 (2), p.373-419

Imbens, Guido W.

2015

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When Should You Adjust Standard Errors for Clustering?

The Quarterly journal of economics, 2023-02, Vol.138 (1), p.1-35

2023

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Approximate residual balancing: debiased inference of average treatment effects in high dimensions

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2018-09, Vol.80 (4), p.597-623

2018

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MATCHING ON THE ESTIMATED PROPENSITY SCORE

Econometrica, 2016-03, Vol.84 (2), p.781-807

2016

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Statistical Significance, p -Values, and the Reporting of Uncertainty

The Journal of economic perspectives, 2021-06, Vol.35 (3), p.157-174

Imbens, Guido W.

2021

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Machine Learning Methods That Economists Should Know About

Annual review of economics, 2019-01, Vol.11, p.685

2019

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Bias-Corrected Matching Estimators for Average Treatment Effects

Journal of business & economic statistics, 2011-01, Vol.29 (1), p.1-11

2011

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Exact p-Values for Network Interference

Journal of the American Statistical Association, 2018-01, Vol.113 (521), p.230-240

2018

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Recent Developments in the Econometrics of Program Evaluation

Journal of economic literature, 2009-03, Vol.47 (1), p.5-86

2009

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Instrumental Variables: An Econometrician's Perspective

Statistical science, 2014-08, Vol.29 (3), p.323-358

Imbens, Guido W.

2014

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Synthetic Difference-in-Differences

The American economic review, 2021-12, Vol.111 (12), p.4088-4118

2021

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ROBUST STANDARD ERRORS IN SMALL SAMPLES: SOME PRACTICAL ADVICE

The review of economics and statistics, 2016-10, Vol.98 (4), p.701-712

2016

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Causality in Econometrics: Choice vs Chance

Econometrica, 2022-11, Vol.90 (6), p.2541-2566

Imbens, Guido W.

2022

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Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)

Journal of economic literature, 2010-06, Vol.48 (2), p.399-423

Imbens, Guido W.

2010

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SAMPLING-BASED VERSUS DESIGN-BASED UNCERTAINTY IN REGRESSION ANALYSIS

Econometrica, 2020-01, Vol.88 (1), p.265-296

2020

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Social Networks and the Identification of Peer Effects

Journal of business & economic statistics, 2013-07, Vol.31 (3), p.253-264

2013

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The Potential of MicroRNAs as Prostate Cancer Biomarkers

European urology, 2016-08, Vol.70 (2), p.312-322

2016

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External Validity in Fuzzy Regression Discontinuity Designs

Journal of business & economic statistics, 2020-07, Vol.38 (3), p.593-612

2020

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Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review

The review of economics and statistics, 2004-02, Vol.86 (1), p.4-29

Imbens, Guido W.

2004

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Regression discontinuity designs: A guide to practice

Journal of econometrics, 2008-02, Vol.142 (2), p.615-635

2008

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xCOLD GASS: The Complete IRAM 30 m Legacy Survey of Molecular Gas for Galaxy Evolution Studies

The Astrophysical journal. Supplement series, 2017-12, Vol.233 (2), p.22

2017

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

The State of Applied Econometrics: Causality and Policy Evaluation

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

Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics

Matching Methods in Practice: Three Examples

When Should You Adjust Standard Errors for Clustering?

Approximate residual balancing: debiased inference of average treatment effects in high dimensions

MATCHING ON THE ESTIMATED PROPENSITY SCORE

Statistical Significance, p -Values, and the Reporting of Uncertainty

Machine Learning Methods That Economists Should Know About

Bias-Corrected Matching Estimators for Average Treatment Effects

Exact p-Values for Network Interference

Recent Developments in the Econometrics of Program Evaluation

Instrumental Variables: An Econometrician's Perspective

Synthetic Difference-in-Differences

ROBUST STANDARD ERRORS IN SMALL SAMPLES: SOME PRACTICAL ADVICE

Causality in Econometrics: Choice vs Chance

Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)

SAMPLING-BASED VERSUS DESIGN-BASED UNCERTAINTY IN REGRESSION ANALYSIS

Social Networks and the Identification of Peer Effects

The Potential of MicroRNAs as Prostate Cancer Biomarkers

External Validity in Fuzzy Regression Discontinuity Designs

Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review

Regression discontinuity designs: A guide to practice

xCOLD GASS: The Complete IRAM 30 m Legacy Survey of Molecular Gas for Galaxy Evolution Studies

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