Guido W. Imbens

Stanford Graduate School of Business

Professor of Economics

655 Knight Way

Stanford, CA 94305-5015

United States

SCHOLARLY PAPERS

72

DOWNLOADS
Rank 6,873

SSRN RANKINGS

Top 6,873

in Total Papers Downloads

8,374

SSRN CITATIONS
Rank 59

SSRN RANKINGS

Top 59

in Total Papers Citations

2,468

CROSSREF CITATIONS

4,955

Scholarly Papers (72)

1.
Downloads 840 ( 36,886)
Citation 79

Matching Methods in Practice: Three Examples

Number of pages: 67 Posted: 29 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 751 (42,419)
Citation 30

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matching methods, propensity score methods, causality, unconfoundedness, potential outcomes, selection on observables

Matching Methods in Practice: Three Examples

Number of pages: 66 Posted: 10 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 89 (362,370)
Citation 1

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Recent Developments in the Econometrics of Program Evaluation

Number of pages: 94 Posted: 18 Aug 2008
Guido W. Imbens and Jeffrey M. Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 632 (53,418)
Citation 180

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program evaluation, causality, unconfoundedness, Rubin Causal Model, potential outcomes, instrumental variables

Number of pages: 93 Posted: 18 Aug 2008 Last Revised: 15 Jun 2020
Guido W. Imbens and Jeffrey M. Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 189 (203,672)

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3.

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

Number of pages: 57 Posted: 14 Jan 2003
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 524 (68,519)
Citation 8

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matching, average treatment effect, program evaluation, selection-on-observables

4.

Challenges in Econometrics

American Economic Association, Ten Years and Beyond: Economists Answer NSF's Call for Long-Term Research Agendas
Number of pages: 6 Posted: 12 Aug 2011
Guido W. Imbens
Stanford Graduate School of Business
Downloads 377 (101,230)
Citation 1

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5.

Mean-Square-Error Calculations for Average Treatment Effects

IEPR Working Paper No. 05.34
Number of pages: 51 Posted: 05 Oct 2005
Guido W. Imbens, Whitney K. Newey and Geert Ridder
Stanford Graduate School of Business, Massachusetts Institute of Technology (MIT) - Department of Economics and University of Southern California
Downloads 352 (109,255)
Citation 19

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Nonparametric Estimation, Imputation, Mean Squared Error, Order Selection

6.

Optimal Experimental Design for Staggered Rollouts

Number of pages: 62 Posted: 20 Nov 2019 Last Revised: 17 Aug 2020
Ruoxuan Xiong, Susan Athey, Mohsen Bayati and Guido W. Imbens
Stanford University, Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 325 (119,388)
Citation 4

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Experimental Design, Staggered Rollouts, Treatment Effect Estimation, Multi-period, Stratification, Simulated Annealing, Statistical Power, Efficiency, Minimax

Identification and Inference in Nonlinear Difference-in-Differences Models

Number of pages: 60 Posted: 03 Jun 2002
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 255 (153,063)

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Difference-In-Differences, Identification, Nonlinear models, Nonparametric Estimation

Identification and Inference in Nonlinear Difference-in-Differences Models

Number of pages: 63 Posted: 15 Sep 2002 Last Revised: 09 Oct 2021
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 64 (438,514)
Citation 59

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Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Number of pages: 41 Posted: 24 Aug 2002
Keisuke Hirano, Guido W. Imbens and Geert Ridder
Pennsylvania State University, College of the Liberal Arts - Department of Economic, Stanford Graduate School of Business and University of Southern California
Downloads 224 (173,810)
Citation 150

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Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Number of pages: 49 Posted: 16 May 2000 Last Revised: 10 Sep 2021
Keisuke Hirano, Guido W. Imbens and Geert Ridder
Pennsylvania State University, College of the Liberal Arts - Department of Economic, Stanford Graduate School of Business and University of Southern California
Downloads 74 (404,951)
Citation 15

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9.
Downloads 256 (153,014)
Citation 667

Regression Discontinuity Designs: A Guide to Practice

Number of pages: 37 Posted: 18 Apr 2007 Last Revised: 05 Jun 2021
Guido W. Imbens and Thomas Lemieux
Stanford Graduate School of Business and University of British Columbia (UBC) - Department of Economics
Downloads 169 (224,632)
Citation 26

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Regression Discontinuity Designs: A Guide to Practice

Number of pages: 37 Posted: 17 Feb 2012 Last Revised: 19 Aug 2021
Guido W. Imbens and Thomas Lemieux
Stanford Graduate School of Business and University of British Columbia (UBC) - Department of Economics
Downloads 87 (367,592)
Citation 279

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Instrumental Variables: An Econometrician&Apos;S Perspective

Number of pages: 74 Posted: 19 Mar 2014 Last Revised: 07 Feb 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 142 (259,956)

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Instrumental Variables: An Econometrician's Perspective

Number of pages: 75 Posted: 29 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 72 (411,330)
Citation 7

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simultaneous equations models, randomized experiments, potential outcomes, noncompliance, selection models, instrumental variables

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

Number of pages: 37 Posted: 01 Dec 1999
Alberto Abadie, Joshua D. Angrist and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS), Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 212 (183,179)
Citation 39

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

Posted: 23 Sep 2002
Alberto Abadie, Joshua D. Angrist and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS), Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business

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12.

Identification of Causal Effects Using Instrumental Variables

Number of pages: 40 Posted: 26 May 2004 Last Revised: 17 Nov 2021
Joshua D. Angrist, Guido W. Imbens and Donald B. Rubin
Massachusetts Institute of Technology (MIT) - Department of Economics, Stanford Graduate School of Business and Harvard University - Department of Statistics
Downloads 203 (191,018)
Citation 74

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Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Number of pages: 29 Posted: 02 Mar 2009
Guido W. Imbens and Karthik Kalyanaraman
Stanford Graduate School of Business and Harvard University
Downloads 119 (297,538)
Citation 108

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optimal bandwidth selection, local linear regression, regression discontinuity designs

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Number of pages: 28 Posted: 17 Feb 2009 Last Revised: 27 Sep 2021
Guido W. Imbens and Karthik Kalyanaramang
Stanford Graduate School of Business and Harvard University - Department of Economics
Downloads 54 (476,783)

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14.
Downloads 173 (220,033)
Citation 25

Nonparametric Tests for Treatment Effect Heterogeneity

Number of pages: 34 Posted: 25 Apr 2006
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 98 (340,579)
Citation 1

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average treatment effects, causality, unconfoundedness, treatment effect

Nonparametric Tests for Treatment Effect Heterogeneity

Number of pages: 45 Posted: 29 Jun 2006 Last Revised: 23 May 2021
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 75 (401,800)
Citation 2

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15.

Identification and Estimation of Local Average Treatment Effects

Number of pages: 28 Posted: 27 Jun 2007 Last Revised: 30 Oct 2021
Joshua D. Angrist and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 161 (233,817)
Citation 64

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16.

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

Number of pages: 60 Posted: 07 Jul 1999 Last Revised: 20 Aug 2021
Guido W. Imbens, Donald B. Rubin and Bruce Sacerdote
Stanford Graduate School of Business, Harvard University - Department of Statistics and Dartmouth College - Department of Economics
Downloads 150 (248,050)
Citation 25

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17.

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

Number of pages: 22 Posted: 11 Jun 2000 Last Revised: 27 Aug 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 145 (254,879)
Citation 32

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18.

Robust Standard Errors in Small Samples: Some Practical Advice

Number of pages: 30 Posted: 20 Oct 2012 Last Revised: 28 Jun 2021
Guido W. Imbens and Michal Kolesár
Stanford Graduate School of Business and Princeton University
Downloads 142 (259,134)
Citation 8

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19.

Mean-Squared-Error Calculations for Average Treatment Effects

Number of pages: 50 Posted: 04 Jan 2007
Guido W. Imbens, Whitney K. Newey and Geert Ridder
Stanford Graduate School of Business, Massachusetts Institute of Technology (MIT) - Department of Economics and University of Southern California
Downloads 137 (266,687)
Citation 17

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Nonparametric Estimation, Imputation, Mean Squared Error, Order Selection

20.

Better Late than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)

Number of pages: 32 Posted: 20 Apr 2009 Last Revised: 15 Sep 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 133 (272,845)
Citation 11

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21.

When Should You Adjust Standard Errors for Clustering?

Number of pages: 30 Posted: 13 Nov 2017 Last Revised: 02 Aug 2021
Harvard University - Harvard Kennedy School (HKS), Stanford Graduate School of Business, Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 120 (294,379)
Citation 44

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22.

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

Number of pages: 49 Posted: 01 Nov 2006
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 103 (327,277)
Citation 25

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average treatment effects, causality, unconfoundedness, overlap, treatment effect heterogeneity

23.

Synthetic Difference in Differences

Number of pages: 70 Posted: 12 Feb 2019 Last Revised: 07 Oct 2021
Centre for Monetary and Financial Studies (CEMFI), Stanford Graduate School of Business, Stanford University, Stanford Graduate School of Business and Stanford University - Department of Statistics
Downloads 101 (333,647)
Citation 8

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24.

Jackknife Instrumental Variables Estimation

Number of pages: 29 Posted: 14 Jul 2000 Last Revised: 23 Jun 2021
Joshua D. Angrist, Guido W. Imbens and Alan B. Krueger
Massachusetts Institute of Technology (MIT) - Department of Economics, Stanford Graduate School of Business and Princeton University - Industrial Relations Section
Downloads 95 (344,821)
Citation 10

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25.

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

Number of pages: 57 Posted: 30 Dec 2002 Last Revised: 11 Oct 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 94 (347,119)
Citation 50

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26.

Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity

Number of pages: 44 Posted: 21 Nov 2002 Last Revised: 14 Oct 2021
Guido W. Imbens and Whitney K. Newey
Stanford Graduate School of Business and Massachusetts Institute of Technology (MIT) - Department of Economics
Downloads 93 (349,504)
Citation 22

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27.

On the Failure of the Bootstrap for Matching Estimators

Number of pages: 39 Posted: 29 Jun 2006 Last Revised: 22 Nov 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 92 (351,914)
Citation 24

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28.

Matching on the Estimated Propensity Score

Number of pages: 22 Posted: 31 Aug 2009 Last Revised: 24 Oct 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 88 (361,809)
Citation 25

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29.

Average Causal Response with Variable Treatment Intensity

Number of pages: 40 Posted: 29 Dec 2006 Last Revised: 09 May 2021
Joshua D. Angrist and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 88 (361,809)

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30.
Downloads 84 (372,280)
Citation 11

Re-Employment Probabilities Over the Business Cycle

Number of pages: 45 Posted: 26 Jun 2006
Guido W. Imbens and Lisa M. Lynch
Stanford Graduate School of Business and Tufts University - The Fletcher School of Law and Diplomacy
Downloads 67 (427,970)
Citation 1

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unemployment, duration dependence, business cycle

Re-Employment Probabilities Over the Business Cycle

Number of pages: 46 Posted: 11 Jul 2007 Last Revised: 14 Jul 2021
Guido W. Imbens and Lisa M. Lynch
Stanford Graduate School of Business and Tufts University - The Fletcher School of Law and Diplomacy
Downloads 17 (694,801)

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31.
Downloads 81 (380,379)
Citation 3

A Martingale Representation for Matching Estimators

Number of pages: 27 Posted: 26 Feb 2009 Last Revised: 28 Oct 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 45 (516,671)

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A Martingale Representation for Matching Estimators

Number of pages: 14 Posted: 30 Mar 2009
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 36 (563,002)

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matching, martingales, treatment effects, hot-deck imputation

32.

Instrumental Variables Estimation of Quantile Treatment Effects

Number of pages: 31 Posted: 15 Sep 2000 Last Revised: 19 Aug 2021
Alberto Abadie, Joshua D. Angrist and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS), Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 79 (385,986)

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33.

Sources of Identifying Information in Evaluation Models

Number of pages: 34 Posted: 26 Dec 2000 Last Revised: 29 Oct 2021
Joshua D. Angrist and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 66 (426,001)

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34.

An Empirical Model for Strategic Network Formation

Number of pages: 32 Posted: 04 Jun 2010 Last Revised: 30 Oct 2021
Yale University, Law School, Students, UC San Diego Division of Social SciencesUniversity of California, San Diego (UCSD) - Division of Infectious Diseases and Global Public Health, Stanford Graduate School of Business and Harvard University
Downloads 63 (436,251)
Citation 2

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35.

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

Number of pages: 35 Posted: 31 Oct 2016 Last Revised: 11 Apr 2021
Nikolay Doudchenko and Guido W. Imbens
Stanford University and Stanford Graduate School of Business
Downloads 61 (443,199)
Citation 8

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36.

Redistributive Effects for Discretely-Valued Inputs

IEPR Working Paper No. 07.7
Number of pages: 32 Posted: 15 Aug 2007
Bryan S. Graham, Guido W. Imbens and Geert Ridder
University of California, Berkeley - Department of Economics, Stanford Graduate School of Business and University of Southern California
Downloads 57 (457,970)
Citation 2

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Treatment Effects, Complementarity, Resource Allocation

37.

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

Number of pages: 65 Posted: 17 Nov 2000 Last Revised: 19 Nov 2021
V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman
Duke University, Stanford Graduate School of Business and The RAND Corporation
Downloads 55 (465,411)

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38.

Hierarchical Bayes Models with Many Instrumental Variables

Number of pages: 28 Posted: 05 Sep 2000 Last Revised: 25 Jul 2021
Gary Chamberlain and Guido W. Imbens
Harvard University - Department of Economics and Stanford Graduate School of Business
Downloads 52 (477,171)

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39.

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

Number of pages: 49 Posted: 20 May 2005 Last Revised: 29 Jun 2010
Joshua D. Angrist, Kathryn Graddy and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics, Brandeis University - Department of Economics and Stanford Graduate School of Business
Downloads 51 (481,249)

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40.

Combining Panel Data Sets with Attrition and Refreshment Samples

Number of pages: 41 Posted: 25 Jul 2000 Last Revised: 20 Aug 2021
Pennsylvania State University, College of the Liberal Arts - Department of Economic, Stanford Graduate School of Business, University of Southern California and Harvard University - Department of Statistics
Downloads 51 (481,249)

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41.

Design-Based Analysis in Difference-in-Differences Settings with Staggered Adoption

Number of pages: 38 Posted: 17 Sep 2018 Last Revised: 19 Nov 2021
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 50 (485,400)
Citation 21

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42.

Identification and Inference with Many Invalid Instruments

Number of pages: 44 Posted: 22 Oct 2011 Last Revised: 16 May 2021
Princeton University, Harvard University, Brown University, National Bureau of Economic Research (NBER)Harvard University - Harvard Kennedy School (HKS), Harvard University - Department of Economics and Stanford Graduate School of Business
Downloads 50 (485,400)
Citation 15

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43.

Why Ask Why? Forward Causal Inference and Reverse Causal Questions

Number of pages: 9 Posted: 09 Nov 2013 Last Revised: 06 Aug 2021
Andrew Gelman and Guido W. Imbens
Columbia University - Department of Statistics and Department of Political Science and Stanford Graduate School of Business
Downloads 48 (493,803)
Citation 2

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44.

Finite Population Causal Standard Errors

Number of pages: 55 Posted: 28 Jul 2014
Harvard University - Harvard Kennedy School (HKS), Stanford Graduate School of Business, Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 47 (498,200)

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45.

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

Number of pages: 14 Posted: 25 Aug 2014 Last Revised: 04 Apr 2021
Andrew Gelman and Guido W. Imbens
Columbia University - Department of Statistics and Department of Political Science and Stanford Graduate School of Business
Downloads 43 (515,974)
Citation 173

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46.

Imposing Moment Restrictions from Auxiliary Data by Weighting

Number of pages: 35 Posted: 10 Sep 2000 Last Revised: 23 Jul 2021
Guido W. Imbens and Judith K. Hellerstein
Stanford Graduate School of Business and University of Maryland - Department of Economics
Downloads 43 (515,974)

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47.

Nonparametric Applications of Bayesian Inference

Number of pages: 24 Posted: 20 Jul 2000 Last Revised: 21 Jul 2021
Gary Chamberlain and Guido W. Imbens
Harvard University - Department of Economics and Stanford Graduate School of Business
Downloads 43 (515,974)
Citation 1

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48.

Information Theoretic Approaches to Inference in Moment Condition Models

Number of pages: 35 Posted: 13 Sep 2000 Last Revised: 04 Jan 2021
Guido W. Imbens, Richard H. Spady and Phillip Johnson
Stanford Graduate School of Business, European University Institute - Economics Department (ECO) and Harvard University - Department of Economics
Downloads 41 (525,370)
Citation 1

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49.

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

Number of pages: 74 Posted: 02 Aug 2019 Last Revised: 30 Oct 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 38 (540,122)
Citation 3

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50.

A Causal Bootstrap

Number of pages: 28 Posted: 16 Jul 2018 Last Revised: 08 Nov 2021
Guido W. Imbens and Konrad Menzel
Stanford Graduate School of Business and New York University (NYU)
Downloads 35 (555,588)
Citation 1

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51.

Clustering, Spatial Correlations and Randomization Inference

Number of pages: 35 Posted: 22 Feb 2010 Last Revised: 26 Jul 2010
affiliation not provided to SSRN, Stanford Graduate School of Business, Stanford Graduate School of Business and Princeton University
Downloads 35 (555,588)
Citation 10

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Bias from Classical and Other Forms of Measurement Error

Number of pages: 18 Posted: 13 Aug 2000 Last Revised: 16 Sep 2021
Dean Hyslop and Guido W. Imbens
Motu Economic and Public Policy Research and Stanford Graduate School of Business
Downloads 35 (568,639)
Citation 1

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Bias from Classical and Other Forms of Measurement Error

Journal of Business and Economic Statistics, Vol. 19, No. 4, pp. 475-481, October 2001
Posted: 06 Jan 2010
Guido W. Imbens and Dean Hyslop
Stanford Graduate School of Business and Motu Economic and Public Policy Research

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Measurement Error, Predictions, Correlation, Linear regression

53.

Predicting the Efficacy of Future Training Programs Using Past Experiences

Number of pages: 53 Posted: 29 Feb 2000 Last Revised: 28 Aug 2021
V. Joseph Hotz, Guido W. Imbens and Julie H. Mortimer
Duke University, Stanford Graduate School of Business and Boston College
Downloads 34 (560,971)
Citation 7

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54.

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

Number of pages: 48 Posted: 20 Oct 2006 Last Revised: 28 Nov 2021
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 32 (571,892)

Abstract:

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

USC-INET Research Paper No. 16-12
Number of pages: 33 Posted: 24 Mar 2016
Bryan S. Graham, Guido W. Imbens and Geert Ridder
University of California, Berkeley - Department of Economics, Stanford Graduate School of Business and University of Southern California
Downloads 20 (671,134)

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Matching, Average Match Function, Semiparametric Efficiency, Choo-Siow Model, Causal Inference

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

Number of pages: 33 Posted: 21 Mar 2016 Last Revised: 19 Nov 2021
Bryan S. Graham, Guido W. Imbens and Geert Ridder
University of California, Berkeley - Department of Economics, Stanford Graduate School of Business and University of Southern California
Downloads 7 (779,747)
Citation 7

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56.

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

Number of pages: 54 Posted: 13 Apr 2006 Last Revised: 16 Aug 2021
V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman
Duke University, Stanford Graduate School of Business and The RAND Corporation
Downloads 27 (601,671)
Citation 3

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57.

External Validity in Fuzzy Regression Discontinuity Designs

Number of pages: 30 Posted: 22 Dec 2014 Last Revised: 06 Oct 2021
Marinho Bertanha and Guido W. Imbens
University of Notre Dame - Department of Economics and Stanford Graduate School of Business
Downloads 26 (608,146)
Citation 8

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58.

Robust Inference for Misspecified Models Conditional on Covariates

Number of pages: 25 Posted: 23 Sep 2011 Last Revised: 28 Feb 2021
Alberto Abadie, Guido W. Imbens and Fanyin Zheng
Harvard University - Harvard Kennedy School (HKS), Stanford Graduate School of Business and affiliation not provided to SSRN
Downloads 26 (608,146)

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59.

Matrix Completion Methods for Causal Panel Data Models

Number of pages: 50 Posted: 08 Oct 2018 Last Revised: 03 Sep 2021
Stanford Graduate School of Business, Stanford Graduate School of Business, Stanford University, Stanford Graduate School of Business and Stanford University
Downloads 21 (642,677)
Citation 8

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60.

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

Number of pages: 60 Posted: 01 Nov 2010 Last Revised: 31 Jan 2021
Bryan S. Graham, Guido W. Imbens and Geert Ridder
University of California, Berkeley - Department of Economics, Stanford Graduate School of Business and University of Southern California
Downloads 21 (642,677)
Citation 2

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61.

Ensemble Methods for Causal Effects in Panel Data Settings

Number of pages: 13 Posted: 26 Mar 2019 Last Revised: 28 Aug 2021
Susan Athey, Mohsen Bayati, Guido W. Imbens and Zhaonan Qu
Stanford Graduate School of Business, Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford University
Downloads 20 (649,765)
Citation 7

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62.

Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis

Number of pages: 84 Posted: 13 Apr 2009 Last Revised: 09 Aug 2021
Bryan S. Graham, Guido W. Imbens and Geert Ridder
University of California, Berkeley - Department of Economics, Stanford Graduate School of Business and University of Southern California
Downloads 20 (649,765)
Citation 7

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63.

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

Number of pages: 49 Posted: 25 Apr 2011 Last Revised: 23 Oct 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 19 (656,959)
Citation 55

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64.

The Role of the Propensity Score in Fixed Effect Models

Number of pages: 52 Posted: 16 Jul 2018 Last Revised: 21 Oct 2021
Dmitry Arkhangelsky and Guido W. Imbens
Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business
Downloads 15 (686,214)

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65.

Discrete Choice Models with Multiple Unobserved Choice Characteristics

International Economic Review, Vol. 48, Issue 4, pp. 1159-1192, November 2007
Number of pages: 34 Posted: 13 Dec 2007
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 11 (717,440)
Citation 2
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66.

Exact P-Values for Network Interference

Number of pages: 41 Posted: 06 Jul 2015 Last Revised: 28 Mar 2021
Susan Athey, Dean Eckles and Guido W. Imbens
Stanford Graduate School of Business, Massachusetts Institute of Technology, Sloan School of Management, Students and Stanford Graduate School of Business
Downloads 10 (725,312)
Citation 10

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67.

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

Number of pages: 37 Posted: 24 Dec 2019 Last Revised: 19 Nov 2021
Susan Athey, Guido W. Imbens, Jonas Metzger and Evan Munro
Stanford Graduate School of Business, Stanford Graduate School of Business, Stanford University and Stanford University
Downloads 8 (741,194)

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68.

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

Number of pages: 72 Posted: 18 Nov 2019 Last Revised: 23 Oct 2021
Susan Athey, Raj Chetty, Guido W. Imbens and Hyunseung Kang
Stanford Graduate School of Business, Harvard University, Stanford Graduate School of Business and University of Wisconsin - Madison - Department of Statistics
Downloads 8 (741,194)
Citation 2

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69.

Double-Robust Identification for Causal Panel Data Models

Number of pages: 55 Posted: 27 Jan 2021 Last Revised: 18 Nov 2021
Dmitry Arkhangelsky and Guido W. Imbens
Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business
Downloads 7 (749,156)
Citation 1
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70.

Semiparametric Estimation of Treatment Effects in Randomized Experiments

Number of pages: 43 Posted: 13 Sep 2021 Last Revised: 26 Nov 2021
Stanford Graduate School of Business, University of California, Berkeley, Google, Stanford Graduate School of Business and Stanford University
Downloads 5 (764,792)
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71.

Machine Learning Methods that Economists Should Know About

Posted: 04 Sep 2019
Susan Athey and Guido W. Imbens
Stanford University and Stanford Graduate School of Business

Abstract:

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72.

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

Posted: 08 Nov 2000
Joshua D. Angrist, Kathryn Graddy and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics, Brandeis University - Department of Economics and Stanford Graduate School of Business

Abstract:

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