Guido Imbens

Latest Institution: Stanford University

All Institutions: National Bureau of Economic Research; Stanford University; NA; Harvard University


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.

Based on the Following Papers:

Regression Discontinuity Designs: A Guide to Practice

Year: 2007
Journal: Journal of Econometrics
Authors: Guido Imbens; Thomas Lemieux

A Martingale Representation for Matching Estimators

Year: 2009
Journal: No Journal Matched
Authors: Alberto Abadie; Guido Imbens

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Year: 2009
Journal: Review of Economic Studies
Authors: Guido Imbens; Karthik Kalyanaraman

Why Ask Why: Forward Causal Inference and Reverse Causal Questions

Year: 2013
Journal: No Journal Matched
Authors: Andrew Gelman; Guido Imbens

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

Year: 2014
Journal: No Journal Matched
Authors: Andrew Gelman; Guido Imbens

The Role of the Propensity Score in Fixed Effect Models

Year: 2018
Journal: No Journal Matched
Authors: Dmitry Arkhangelsky; Guido Imbens

A Causal Bootstrap

Year: 2018
Journal: No Journal Matched
Authors: Guido Imbens; Konrad Menzel

Matrix Completion Methods for Causal Panel Data Models

Year: 2018
Journal: No Journal Matched
Authors: Susan Athey; Mohsen Bayati; Nikolay Doudchenko; Guido Imbens; Khashayar Khosravi

Ensemble Methods for Causal Effects in Panel Data Settings

Year: 2019
Journal: No Journal Matched
Authors: Susan Athey; Mohsen Bayati; Guido Imbens; Zhaonan Qu

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

Year: 2019
Journal: Journal of Economic Literature
Authors: Guido Imbens

Semiparametric Estimation of Treatment Effects in Randomized Experiments

Year: 2021
Journal: No Journal Matched
Authors: Susan Athey; Peter J. Bickel; Aiyou Chen; Guido Imbens; Michael Pollmann

Causal Models for Longitudinal and Panel Data: A Survey

Year: 2023
Journal: No Journal Matched
Authors: Dmitry Arkhangelsky; Guido Imbens

Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control

Year: 2023
Journal: No Journal Matched
Authors: Jann Spiess; Guido Imbens; Amar Venugopal


Author Disambiguation

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