Guido W. Imbens

Stanford Graduate School of Business

Professor of Economics

655 Knight Way

Stanford, CA 94305-5015

United States

  • Stanford Graduate School of Business

SCHOLARLY PAPERS

71

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2,428

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4,977

Scholarly Papers (71)

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1.

Matching Methods in Practice: Three Examples

Downloads 820 ( 36,532)
Citation 79

Matching Methods in Practice: Three Examples

IZA Discussion Paper No. 8049
Number of pages: 67 Posted: 29 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 732 (42,086)
Citation 30

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

Matching Methods in Practice: Three Examples

NBER Working Paper No. w19959
Number of pages: 66 Posted: 10 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 88 (352,225)
Citation 1

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2.

Recent Developments in the Econometrics of Program Evaluation

Downloads 805 ( 37,428)
Citation 695

Recent Developments in the Econometrics of Program Evaluation

IZA Discussion Paper No. 3640
Number of pages: 94 Posted: 18 Aug 2008
Guido W. Imbens and Jeff Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 623 (52,196)
Citation 179

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

NBER Working Paper No. w14251
Number of pages: 93 Posted: 18 Aug 2008 Last Revised: 15 Jun 2020
Guido W. Imbens and Jeff Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 182 (202,893)

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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 519 (66,436)
Citation 7

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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 368 (99,962)
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 329 (113,304)
Citation 18

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Nonparametric Estimation, Imputation, Mean Squared Error, Order Selection

6.

Identification and Inference in Nonlinear Difference-in-Differences Models

Downloads 315 (118,745)
Citation 144

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 254 (147,944)

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

Identification and Inference in Nonlinear Difference-in-Differences Models

NBER Working Paper No. t0280
Number of pages: 63 Posted: 15 Sep 2002 Last Revised: 09 Apr 2021
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 61 (433,912)
Citation 59

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7.

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Downloads 296 (126,814)
Citation 163

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 222 (168,751)
Citation 150

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Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

NBER Working Paper No. t0251
Number of pages: 49 Posted: 16 May 2000 Last Revised: 10 Sep 2010
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 (390,844)
Citation 15

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8.

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 266 (141,811)
Citation 4

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

9.

Regression Discontinuity Designs: A Guide to Practice

Downloads 250 (150,885)
Citation 665

Regression Discontinuity Designs: A Guide to Practice

NBER Working Paper No. t0337
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 165 (221,017)
Citation 26

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Regression Discontinuity Designs: A Guide to Practice

NBER Working Paper No. w13039
Number of pages: 37 Posted: 17 Feb 2012
Guido W. Imbens and Thomas Lemieux
Stanford Graduate School of Business and University of British Columbia (UBC) - Department of Economics
Downloads 85 (359,915)
Citation 278

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10.

Instrumental Variables: An Econometrician&Apos;S Perspective

Downloads 209 (179,107)
Citation 21

Instrumental Variables: An Econometrician&Apos;S Perspective

NBER Working Paper No. w19983
Number of pages: 74 Posted: 19 Mar 2014 Last Revised: 07 Feb 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 139 (255,066)

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Instrumental Variables: An Econometrician's Perspective

IZA Discussion Paper No. 8048
Number of pages: 75 Posted: 29 Mar 2014
Guido W. Imbens
Stanford Graduate School of Business
Downloads 70 (403,311)
Citation 6

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

11.

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

Downloads 206 (181,443)

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 206 (181,240)
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.

Nonparametric Tests for Treatment Effect Heterogeneity

Downloads 170 (215,224)
Citation 25

Nonparametric Tests for Treatment Effect Heterogeneity

IZA Discussion Paper No. 2091
Number of pages: 34 Posted: 25 Apr 2006
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens and Oscar A. Mitnik
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 96 (332,991)
Citation 1

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average treatment effects, causality, unconfoundedness, treatment effect

Nonparametric Tests for Treatment Effect Heterogeneity

NBER Working Paper No. t0324
Number of pages: 45 Posted: 29 Jun 2006 Last Revised: 23 May 2021
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens and Oscar A. Mitnik
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 74 (390,844)
Citation 2

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13.

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Downloads 167 (218,498)
Citation 431

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

IZA Discussion Paper No. 3995
Number of pages: 29 Posted: 02 Mar 2009
Guido W. Imbens and Karthik Kalyanaraman
Stanford Graduate School of Business and Harvard University
Downloads 115 (294,111)
Citation 108

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optimal bandwidth selection, local linear regression, regression discontinuity designs

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

NBER Working Paper No. w14726
Number of pages: 28 Posted: 17 Feb 2009 Last Revised: 28 Sep 2010
Guido W. Imbens and Karthik Kalyanaramang
Stanford Graduate School of Business and Harvard University - Department of Economics
Downloads 52 (468,532)

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14.

Identification of Causal Effects Using Instrumental Variables

NBER Working Paper No. t0136
Number of pages: 40 Posted: 26 May 2004 Last Revised: 17 May 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 151 (237,722)
Citation 34

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15.

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

NBER Working Paper No. w7001
Number of pages: 60 Posted: 07 Jul 1999 Last Revised: 18 Feb 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 141 (251,374)
Citation 25

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16.

Robust Standard Errors in Small Samples: Some Practical Advice

NBER Working Paper No. w18478
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 138 (255,685)
Citation 8

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17.

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

NBER Working Paper No. t0237
Number of pages: 22 Posted: 11 Jun 2000 Last Revised: 25 Feb 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 132 (264,547)
Citation 32

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18.

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 129 (269,163)
Citation 16

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Nonparametric Estimation, Imputation, Mean Squared Error, Order Selection

19.

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

NBER Working Paper No. w14896
Number of pages: 32 Posted: 20 Apr 2009 Last Revised: 15 Mar 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 128 (270,720)
Citation 12

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20.

Identification and Estimation of Local Average Treatment Effects

NBER Working Paper No. t0118
Number of pages: 28 Posted: 27 Jun 2007 Last Revised: 30 Apr 2021
Joshua D. Angrist and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 117 (289,205)
Citation 64

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21.

When Should You Adjust Standard Errors for Clustering?

NBER Working Paper No. w24003
Number of pages: 30 Posted: 13 Nov 2017
Alberto Abadie, Susan Athey, Guido W. Imbens and Jeff Wooldridge
Harvard University - Harvard Kennedy School (HKS), Stanford Graduate School of Business, Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 105 (311,687)
Citation 43

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22.

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

IZA Discussion Paper No. 2347
Number of pages: 49 Posted: 01 Nov 2006
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens and Oscar A. Mitnik
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 102 (317,863)
Citation 25

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

23.

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

NBER Working Paper No. t0283
Number of pages: 57 Posted: 30 Dec 2002
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 93 (337,297)
Citation 50

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24.

Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity

NBER Working Paper No. t0285
Number of pages: 44 Posted: 21 Nov 2002 Last Revised: 14 Apr 2021
Guido W. Imbens and Whitney K. Newey
Stanford Graduate School of Business and Massachusetts Institute of Technology (MIT) - Department of Economics
Downloads 89 (346,724)
Citation 21

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25.

Jackknife Instrumental Variables Estimation

NBER Working Paper No. t0172
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 89 (346,724)
Citation 3

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26.

On the Failure of the Bootstrap for Matching Estimators

NBER Working Paper No. t0325
Number of pages: 39 Posted: 29 Jun 2006 Last Revised: 12 Mar 2010
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 86 (354,073)
Citation 23

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27.

Synthetic Difference in Differences

NBER Working Paper No. w25532
Number of pages: 70 Posted: 12 Feb 2019 Last Revised: 05 Jul 2021
Dmitry Arkhangelsky, Susan Athey, David Hirshberg, Guido W. Imbens and Stefan Wager
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 82 (364,462)
Citation 8

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28.

Re-Employment Probabilities Over the Business Cycle

Downloads 82 (364,462)
Citation 11

Re-Employment Probabilities Over the Business Cycle

IZA Discussion Paper No. 2167
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 66 (416,468)
Citation 1

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unemployment, duration dependence, business cycle

Re-Employment Probabilities Over the Business Cycle

NBER Working Paper No. w4585
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 16 (679,976)

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29.

Matching on the Estimated Propensity Score

NBER Working Paper No. w15301
Number of pages: 22 Posted: 31 Aug 2009 Last Revised: 24 Apr 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 81 (367,082)
Citation 25

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30.

A Martingale Representation for Matching Estimators

Downloads 79 (372,517)
Citation 3

A Martingale Representation for Matching Estimators

NBER Working Paper No. w14756
Number of pages: 27 Posted: 26 Feb 2009 Last Revised: 28 Apr 2021
Alberto Abadie and Guido W. Imbens
Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business
Downloads 44 (503,642)

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A Martingale Representation for Matching Estimators

IZA Discussion Paper No. 4073
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 35 (549,253)

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matching, martingales, treatment effects, hot-deck imputation

31.

Average Causal Response with Variable Treatment Intensity

NBER Working Paper No. t0127
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 72 (392,449)

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32.

An Empirical Model for Strategic Network Formation

NBER Working Paper No. w16039
Number of pages: 32 Posted: 04 Jun 2010 Last Revised: 30 Apr 2021
Nicholas A. Christakis, James H. Fowler, Guido W. Imbens and Karthik Kalyanaraman
Yale University, Law School, Students, UC San Diego Division of Social Sciences, Stanford Graduate School of Business and Harvard University
Downloads 60 (431,434)
Citation 2

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33.

Sources of Identifying Information in Evaluation Models

NBER Working Paper No. t0117
Number of pages: 34 Posted: 26 Dec 2000 Last Revised: 29 Apr 2021
Joshua D. Angrist and Guido W. Imbens
Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business
Downloads 59 (435,066)

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34.

Instrumental Variables Estimation of Quantile Treatment Effects

NBER Working Paper No. t0229
Number of pages: 31 Posted: 15 Sep 2000 Last Revised: 19 Aug 2010
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 59 (435,066)

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35.

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

NBER Working Paper No. w22791
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 55 (449,590)
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 55 (449,590)
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

NBER Working Paper No. w8007
Number of pages: 65 Posted: 17 Nov 2000 Last Revised: 20 May 2021
V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman
Duke University, Stanford Graduate School of Business and The RAND Corporation
Downloads 54 (453,235)

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38.

Hierarchical Bayes Models with Many Instrumental Variables

NBER Working Paper No. t0204
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 50 (468,788)

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39.

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

NBER Working Paper No. t0178
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 49 (472,778)

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40.

Combining Panel Data Sets with Attrition and Refreshment Samples

NBER Working Paper No. t0230
Number of pages: 41 Posted: 25 Jul 2000 Last Revised: 18 Feb 2021
Keisuke Hirano, Guido W. Imbens, Geert Ridder and Donald B. Rubin
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 49 (472,778)
Citation 2

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41.

Identification and Inference with Many Invalid Instruments

NBER Working Paper No. w17519
Number of pages: 44 Posted: 22 Oct 2011 Last Revised: 16 May 2021
Michal Kolesár, Raj Chetty, John Friedman, John N. Friedman, Edward L. Glaeser and Guido W. Imbens
Princeton University, Harvard University, Brown University, Harvard University - Harvard Kennedy School (HKS), Harvard University - Department of Economics and Stanford Graduate School of Business
Downloads 48 (476,802)
Citation 15

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42.

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

NBER Working Paper No. w24963
Number of pages: 38 Posted: 17 Sep 2018 Last Revised: 18 Mar 2021
Susan Athey and Guido W. Imbens
Stanford Graduate School of Business and Stanford Graduate School of Business
Downloads 46 (485,236)
Citation 20

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43.

Finite Population Causal Standard Errors

NBER Working Paper No. w20325
Number of pages: 55 Posted: 28 Jul 2014
Alberto Abadie, Susan Athey, Guido W. Imbens and Jeff Wooldridge
Harvard University - Harvard Kennedy School (HKS), Stanford Graduate School of Business, Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 43 (498,421)

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44.

Why Ask Why? Forward Causal Inference and Reverse Causal Questions

NBER Working Paper No. w19614
Number of pages: 9 Posted: 09 Nov 2013 Last Revised: 04 Feb 2021
Andrew Gelman and Guido W. Imbens
Columbia University - Department of Statistics and Department of Political Science and Stanford Graduate School of Business
Downloads 42 (502,883)
Citation 2

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45.

Imposing Moment Restrictions from Auxiliary Data by Weighting

NBER Working Paper No. t0202
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 42 (502,883)

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46.

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

NBER Working Paper No. w20405
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 39 (516,862)
Citation 173

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47.

Information Theoretic Approaches to Inference in Moment Condition Models

NBER Working Paper No. t0186
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 39 (516,862)
Citation 1

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48.

Nonparametric Applications of Bayesian Inference

NBER Working Paper No. t0200
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 39 (516,862)
Citation 1

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49.

Bias from Classical and Other Forms of Measurement Error

Downloads 35 (536,595)

Bias from Classical and Other Forms of Measurement Error

NBER Working Paper No. t0257
Number of pages: 18 Posted: 13 Aug 2000 Last Revised: 17 Mar 2021
Dean Hyslop and Guido W. Imbens
Motu Economic and Public Policy Research and Stanford Graduate School of Business
Downloads 35 (549,253)
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

50.

Clustering, Spatial Correlations and Randomization Inference

NBER Working Paper No. w15760
Number of pages: 35 Posted: 22 Feb 2010 Last Revised: 26 Jul 2010
Thomas Barrios, Rebecca Diamond, Guido W. Imbens and Michal Kolesár
affiliation not provided to SSRN, Stanford Graduate School of Business, Stanford Graduate School of Business and Princeton University
Downloads 34 (541,836)
Citation 10

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51.

Predicting the Efficacy of Future Training Programs Using Past Experiences

NBER Working Paper No. t0238
Number of pages: 53 Posted: 29 Feb 2000 Last Revised: 26 Feb 2021
V. Joseph Hotz, Guido W. Imbens and Julie H. Mortimer
Duke University, Stanford Graduate School of Business and Boston College
Downloads 33 (547,157)
Citation 7

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52.

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

NBER Working Paper No. t0330
Number of pages: 48 Posted: 20 Oct 2006 Last Revised: 29 May 2021
Richard K. Crump, V. Joseph Hotz, Guido W. Imbens and Oscar A. Mitnik
Federal Reserve Banks - Federal Reserve Bank of New York, Duke University, Stanford Graduate School of Business and Inter-American Development Bank
Downloads 31 (557,878)

Abstract:

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53.

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

NBER Working Paper No. w26104
Number of pages: 74 Posted: 02 Aug 2019 Last Revised: 30 Apr 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 30 (563,556)
Citation 3

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54.

A Causal Bootstrap

NBER Working Paper No. w24833
Number of pages: 28 Posted: 16 Jul 2018
Guido W. Imbens and Konrad Menzel
Stanford Graduate School of Business and New York University (NYU)
Downloads 28 (575,378)
Citation 1

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55.

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

NBER Working Paper No. w11939
Number of pages: 54 Posted: 13 Apr 2006 Last Revised: 17 Aug 2010
V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman
Duke University, Stanford Graduate School of Business and The RAND Corporation
Downloads 26 (587,901)
Citation 3

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56.

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

Downloads 23 (607,525)
Citation 5

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 17 (672,104)

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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

NBER Working Paper No. w22098
Number of pages: 33 Posted: 21 Mar 2016 Last Revised: 20 May 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 6 (763,435)
Citation 7

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57.

External Validity in Fuzzy Regression Discontinuity Designs

NBER Working Paper No. w20773
Number of pages: 30 Posted: 22 Dec 2014 Last Revised: 05 Apr 2021
Marinho Bertanha and Guido W. Imbens
University of Notre Dame - Department of Economics and Stanford Graduate School of Business
Downloads 23 (607,525)
Citation 8

Abstract:

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58.

Robust Inference for Misspecified Models Conditional on Covariates

NBER Working Paper No. w17442
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 23 (607,525)

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59.

Matrix Completion Methods for Causal Panel Data Models

NBER Working Paper No. w25132
Number of pages: 50 Posted: 08 Oct 2018 Last Revised: 04 Mar 2021
Susan Athey, Mohsen Bayati, Nikolay Doudchenko, Guido W. Imbens and Khashayar Khosravi
Stanford Graduate School of Business, Stanford Graduate School of Business, Stanford University, Stanford Graduate School of Business and Stanford University
Downloads 19 (635,081)
Citation 6

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60.

Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis

NBER Working Paper No. w14860
Number of pages: 84 Posted: 13 Apr 2009 Last Revised: 10 Aug 2010
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 19 (635,081)
Citation 6

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61.

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

NBER Working Paper No. t0294
Number of pages: 49 Posted: 25 Apr 2011 Last Revised: 23 Apr 2021
Guido W. Imbens
Stanford Graduate School of Business
Downloads 18 (642,167)
Citation 53

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62.

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

NBER Working Paper No. w16499
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 18 (642,167)
Citation 2

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63.

Ensemble Methods for Causal Effects in Panel Data Settings

NBER Working Paper No. w25675
Number of pages: 13 Posted: 26 Mar 2019 Last Revised: 26 Feb 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 16 (656,344)
Citation 7

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64.

The Role of the Propensity Score in Fixed Effect Models

NBER Working Paper No. w24814
Number of pages: 52 Posted: 16 Jul 2018 Last Revised: 21 Apr 2021
Dmitry Arkhangelsky and Guido W. Imbens
Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business
Downloads 14 (671,086)

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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 (694,058)
Citation 2
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66.

Exact P-Values for Network Interference

NBER Working Paper No. w21313
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 9 (709,582)
Citation 10

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67.

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

NBER Working Paper No. w26463
Number of pages: 72 Posted: 18 Nov 2019 Last Revised: 23 Apr 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 (717,191)
Citation 2
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68.

Double-Robust Identification for Causal Panel Data Models

NBER Working Paper No. w28364
Number of pages: 55 Posted: 27 Jan 2021 Last Revised: 03 Jul 2021
Dmitry Arkhangelsky and Guido W. Imbens
Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business
Downloads 6 (732,946)
Citation 1
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69.

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

NBER Working Paper No. w26566
Number of pages: 37 Posted: 24 Dec 2019 Last Revised: 01 Feb 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 5 (740,806)
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70.

Machine Learning Methods that Economists Should Know About

Annual Review of Economics, Vol. 11, pp. 685-725, 2019
Posted: 04 Sep 2019
Susan Athey and Guido W. Imbens
Stanford University and Stanford Graduate School of Business

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71.

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

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