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List of works by Guido Imbens

A Causal Bootstrap ⬇️

A Martingale Representation for Matching Estimators

scientific article

A Martingale Representation for Matching Estimators ⬇️

scientific article published in February 2009

A Measure of Robustness to Misspecification

scientific article

A causal bootstrap

scientific article

Addressing unmeasured confounding in comparative observational research

scientific article published on 30 January 2018

An Efficient Method of Moments Estimator for Discrete Choice Models With Choice-Based Sampling

scientific article

An Empirical Model for Strategic Network Formation ⬇️

scientific article published in May 2010

An economist's perspective on Shadish (2010) and West and Thoemmes (2010)

scientific article published on 01 March 2010

Analyzing a randomized trial on breast self-examination with noncompliance and missing outcomes

scientific article published in April 2004

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

scientific article

Assessing the effect of an influenza vaccine in an encouragement design

scientific article published in March 2000

Average Causal Response with Variable Treatment Intensity ⬇️

scientific article published in June 1995

Balanced Linear Contextual Bandits

scientific article

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

scientific article published in October 2016

Bayesian inference for causal effects in randomized experiments with noncompliance

scientific article

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

scientific article

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

scientific article published in April 2009

Bias From Classical and Other Forms of Measurement Error

scientific article

Bias from Classical and Other Forms of Measurement Error ⬇️

scientific article published in August 2000

Bias-Corrected Matching Estimators for Average Treatment Effects

scientific article

Book Review Feature: Public Policy in an Uncertain World

scientific article

Breiman's Two Cultures: A Perspective from Econometrics

scientific article

Case-control studies with contaminated controls

scientific article

Challenges in Econometrics

scientific article

Choosing instrumental variables in conditional moment restriction models

scientific article

Clustering, Spatial Correlations and Randomization Inference ⬇️

article published in 2010

Clustering, Spatial Correlations, and Randomization Inference

scientific article

Combining Micro and Macro Data in Microeconometric Models

scientific article

Combining Panel Data Sets with Attrition and Refreshment Samples

scientific article

Combining Panel Data Sets with Attrition and Refreshment Samples ⬇️

scientific article published in April 1998

Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"

scientific article

Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei

scientific article

Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis ⬇️

scientific article published in April 2009

Complementarity and aggregate implications of assortative matching: A nonparametric analysis

scientific article

Confidence Intervals for Partially Identified Parameters

scientific article

Confidence intervals in generalized method of moments models

scientific article

Dealing with limited overlap in estimation of average treatment effects

scientific article

Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption ⬇️

scientific article published in September 2018

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

scientific article

Discrete choice models with multiple unobserved choice characteristics

article

Discussion of Causal Diagrams for Empirical Research by J. Pearl

scientific article

Double-Robust Identification for Causal Panel Data Models ⬇️

scientific article published in January 2021

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

scientific article

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score ⬇️

Efficient estimation and stratified sampling

scientific article

Empirical likelihood estimation and consistent tests with conditional moment restrictions

scientific article

Ensemble Methods for Causal Effects in Panel Data Settings

scientific article

Ensemble Methods for Causal Effects in Panel Data Settings ⬇️

scientific article published in March 2019

Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges

scientific article

Estimating Outcome Distributions for Compliers in Instrumental Variables Models

article

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

scientific article

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

scientific article published in March 1999

Evaluating the Cost of Conscription in The Netherlands

scientific article

Evaluating the Cost of Conscription in the Netherlands

scientific article

Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program ⬇️

scientific article published in January 2006

Evaluating the Differential Effects of Alternative Welfare‐to‐Work Training Components: A Reanalysis of the California GAIN Program

scientific article

Exact P-values for Network Interference ⬇️

scientific article published in July 2015

Exact p-Values for Network Interference

scientific article

External Validity in Fuzzy Regression Discontinuity Designs

scientific article

External Validity in Fuzzy Regression Discontinuity Designs ⬇️

scientific article published in December 2014

Finite Population Causal Standard Errors ⬇️

scientific article published in July 2014

Generalized Method of Moments and Empirical Likelihood

scientific article

Hierarchical Bayes Models with Many Instrumental Variables ⬇️

scientific article published in September 1996

Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching

scientific article

Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching

Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching ⬇️

scientific article published in March 2016

Identification and Estimation of Local Average Treatment Effects

Identification and Estimation of Local Average Treatment Effects ⬇️

scientific article published in February 1995

Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity ⬇️

scientific article published in November 2002

Identification and Inference With Many Invalid Instruments

scientific article

Identification and Inference in Nonlinear Difference-In-Differences Models

scientific article

Identification and Inference in Nonlinear Difference-In-Differences Models ⬇️

scientific article published in September 2002

Identification and Inference in Nonlinear Difference-in-Differences Models

scientific article (publication date: March 2006)

Identification and Inference with Many Invalid Instruments ⬇️

scientific article published in October 2011

Identification of Causal Effects Using Instrumental Variables

Identification of Causal Effects Using Instrumental Variables ⬇️

Identification of Causal Effects Using Instrumental Variables: Rejoinder

article published in 1996

Implementing Matching Estimators for Average Treatment Effects in Stata

scientific article

Imposing Moment Restrictions from Auxiliary Data by Weighting ⬇️

scientific article published in August 1996

Imposing Moment Restrictions from Auxiliary Data by Weighting

Inference for Misspecified Models With Fixed Regressors

scientific article

Information Theoretic Approaches to Inference in Moment Condition Models

Information Theoretic Approaches to Inference in Moment Condition Models ⬇️

scientific article published in October 1995

Instrumental Variables Estimates Of The Effect Of Subsidized Training On The Quantiles Of Trainee Earnings

scientific article

Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings

scientific article

Instrumental Variables Estimation of Quantile Treatment Effects ⬇️

Instrumental Variables: An Econometrician's Perspective ⬇️

scientific article published in 2014

Instrumental Variables: An Econometrician's Perspective ⬇️

scientific article published in March 2014

Instrumental variable estimation of nonseparable models

scientific article

Jackknife Instrumental Variables Estimation ⬇️

scientific article published in February 1995

Jackknife instrumental variables estimation

scientific article

Large Sample Properties of Matching Estimators for Average Treatment Effects

Machine Learning Methods That Economists Should Know About

scientific article

Matched Sampling for Causal Effects by Donald B. Rubin

scientific article

Matching Methods in Practice: Three Examples

scientific article

Matching Methods in Practice: Three Examples ⬇️

scientific article published in March 2014

Matching on the Estimated Propensity Score

scientific article

Matching on the Estimated Propensity Score ⬇️

scientific article published in August 2009

Matrix Completion Methods for Causal Panel Data Models

scientific article

Matrix Completion Methods for Causal Panel Data Models ⬇️

scientific article published in October 2018

Mean-Squared-Error Calculations for Average Treatment Effects

scientific article

Mean-square-error Calculations for Average Treatment Effects

scientific article

Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach ⬇️

scientific article published in October 2010

Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand ⬇️

scientific article published in October 2006

Non-Parametric Demand Analysis with an Application to the Demand for Fish ⬇️

scientific article published in April 1995

Nonparametric Applications of Bayesian Inference

scientific article

Nonparametric Applications of Bayesian Inference ⬇️

scientific article published in August 1996

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

scientific article

Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review ⬇️

scientific article published in October 2003

Nonparametric Tests for Treatment Effect Heterogeneity

scientific article

Nonparametric Tests for Treatment Effect Heterogeneity ⬇️

scientific article published in June 2006

On the Failure of the Bootstrap for Matching Estimators ⬇️

scientific article published in June 2006

One-Step Estimators for Over-Identified Generalized Method of Moments Models

article by Guido Imbens published July 1997 in The Review of Economic Studies

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

scientific article

Optimal Bandwidth Choice for the Regression Discontinuity Estimator ⬇️

scientific article published in February 2009

Optimal Experimental Design for Staggered Rollouts

scientific article

Optimal stock/flow panels

scientific article

Optimized Regression Discontinuity Designs

scientific article

Pharmacogenetic testing among patients with mood and anxiety disorders is associated with decreased utilization and cost: A propensity-score matched study

scientific article published on 07 May 2018

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

scientific article

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

scientific article published in July 2019

Predicting the Efficacy of Future Training Programs Using Past Experiences ⬇️

scientific article published in May 1999

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

scientific article

Propensity Score Matching and Subclassification With Multi-Level Treatments

scientific article published on 26 October 2014

Propensity score matching and subclassification in observational studies with multi-level treatments

scientific article published on 17 March 2016

Random Effects Estimators with many Instrumental Variables

scientific article

Re-Employment Probabilities over the Business Cycle ⬇️

scientific article published in December 1993

Re-employment probabilities over the business cycle

scientific article

Recent Developments in the Econometrics of Program Evaluation

article

Recent Developments in the Econometrics of Program Evaluation ⬇️

scientific article published in August 2008

Recursive partitioning for heterogeneous causal effects

scientific article

Redefine statistical significance

article by Daniel J Benjamin et al published January 2018 in Nature Human Behaviour

Redefine statistical significance

Redistributive Effects for Discretely-Valued Inputs

scientific article

Regression Discontinuity Designs in the Econometrics Literature

scientific article

Regression Discontinuity Designs: A Guide to Practice ⬇️

scientific article published in April 2007

Regression Discontinuity Designs: A Guide to Practice ⬇️

Regression discontinuity designs: A guide to practice

article published in 2008

Rejoinder

Rejoinder

Rejoinder

Robust Inference for Misspecified Models Conditional on Covariates ⬇️

scientific article published in September 2011

Robust Standard Errors in Small Samples: Some Practical Advice

scientific article

Robust Standard Errors in Small Samples: Some Practical Advice ⬇️

scientific article published in October 2012

Robust, accurate confidence intervals with a weak instrument: quarter of birth and education

scientific article

Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis

scientific article

Sensitivity to Exogeneity Assumptions in Program Evaluation

scientific article

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

scientific article

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects ⬇️

scientific article published in October 2002

Social Networks and the Identification of Peer Effects

scientific article

Sources of Identifying Information in Evaluation Models ⬇️

scientific article published in December 1991

Special issue editors’ introduction: The regression discontinuity design—Theory and applications

scientific article

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

scientific article

Synthetic Difference In Differences ⬇️

scientific article published in February 2019

THE ET INTERVIEW: PROFESSOR GARY CHAMBERLAIN

scientific article

The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish

scientific article

The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program ⬇️

The Role of the Propensity Score in Estimating Dose-Response Functions ⬇️

scientific article published in April 1999

The Role of the Propensity Score in Fixed Effect Models ⬇️

The State of Applied Econometrics: Causality and Policy Evaluation

scientific article

The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely ⬇️

scientific article published in November 2019

The role of the propensity score in estimating dose-response functions

scientific article

Top Challenges from the first Practical Online Controlled Experiments Summit

scientific article

Transition Models in a Non-Stationary Environment

scientific article

Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity

scientific article

Understanding and misunderstanding randomized controlled trials: A commentary on Deaton and Cartwright

scientific article published on 21 April 2018

Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations ⬇️

scientific article published in December 2019

Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations

When Should You Adjust Standard Errors for Clustering? ⬇️

scientific article published in November 2017

Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs

scientific article

Why High-order Polynomials Should not be Used in Regression Discontinuity Designs ⬇️

scientific article published in August 2014

Why ask Why? Forward Causal Inference and Reverse Causal Questions ⬇️

scientific article published in November 2013

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