Author Page for Guido W. Imbens

Pennsylvania State University, College of the Liberal Arts - Department of Economic, Stanford Graduate School of Business and University of Southern California

Downloads 296 (205,184)

Citation 221

Abstract:

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: 11 Mar 2023

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 107 (510,079)

Citation 15

Abstract:

9.

Regression Discontinuity Designs: A Guide to Practice

Downloads 328 (185,239)

Citation 526

2

Regression Discontinuity Designs: A Guide to Practice

NBER Working Paper No. t0337

Number of pages: 37 Posted: 18 Apr 2007 Last Revised: 05 Jun 2022

Guido W. Imbens and Thomas Lemieux

Stanford Graduate School of Business and University of British Columbia (UBC) - Department of Economics

Downloads 214 (283,794)

Citation 26

Abstract:

Regression Discontinuity Designs: A Guide to Practice

NBER Working Paper No. w13039

Number of pages: 37 Posted: 17 Feb 2012 Last Revised: 19 Aug 2022

Guido W. Imbens and Thomas Lemieux

Stanford Graduate School of Business and University of British Columbia (UBC) - Department of Economics

Downloads 114 (486,278)

Citation 500

Abstract:

10.

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

Downloads 302 (202,305)

Citation 57

2

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 302 (200,828)

Citation 57

Abstract:

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

Abstract:

11.

Identification of Causal Effects Using Instrumental Variables

NBER Working Paper No. t0136

Number of pages: 40 Posted: 26 May 2004 Last Revised: 18 May 2023

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 269 (227,933)

Citation 51

Abstract:

12.

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 2023

Guido W. Imbens

Stanford Graduate School of Business

Downloads 265 (231,400)

Citation 32

Abstract:

13.

Synthetic Difference-in-Differences Estimation

IZA Discussion Paper No. 15907

Number of pages: 39 Posted: 03 Feb 2023

Damian Clarke, Daniel Pailañir, Susan Athey and Guido W. Imbens

University of Oxford - Department of Economics, University of Chile, Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 263 (234,101)

Abstract:

14.

Instrumental Variables: An Econometrician's Perspective

Downloads 254 (241,440)

Citation 15

2

Instrumental Variables: An Econometrician's Perspective

NBER Working Paper No. w19983

Number of pages: 74 Posted: 19 Mar 2014 Last Revised: 06 Feb 2023

Guido W. Imbens

Stanford Graduate School of Business

Downloads 157 (375,797)

Citation 2

Abstract:

Instrumental Variables: An Econometrician's Perspective

IZA Discussion Paper No. 8048

Number of pages: 75 Posted: 29 Mar 2014 Last Revised: 18 Nov 2021

Guido W. Imbens

Stanford Graduate School of Business

Downloads 97 (547,285)

Citation 13

Abstract:

15.

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 2023

Joshua D. Angrist and Guido W. Imbens

Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business

Downloads 244 (251,343)

Citation 64

Abstract:

16.

Nonparametric Tests for Treatment Effect Heterogeneity

Downloads 217 (281,275)

Citation 11

2

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 118 (473,365)

Citation 2

Abstract:

Nonparametric Tests for Treatment Effect Heterogeneity

NBER Working Paper No. t0324

Number of pages: 45 Posted: 29 Jun 2006 Last Revised: 22 May 2023

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 99 (539,832)

Citation 9

Abstract:

17.

When Should You Adjust Standard Errors for Clustering?

NBER Working Paper No. w24003

Number of pages: 30 Posted: 13 Nov 2017 Last Revised: 01 Feb 2023

Alberto Abadie, Susan Athey, Guido W. Imbens and Jeffrey M. 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 215 (283,725)

Citation 307

Abstract:

18.

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Downloads 213 (287,573)

Citation 210

2

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

IZA Discussion Paper No. 3995

Number of pages: 29 Posted: 02 Mar 2009 Last Revised: 17 Nov 2021

Guido W. Imbens and Karthik Kalyanaraman

Stanford Graduate School of Business and Harvard University

Downloads 145 (404,081)

Citation 108

Abstract:

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 2022

Guido W. Imbens and Karthik Kalyanaramang

Stanford Graduate School of Business and Harvard University - Department of Economics

Downloads 68 (677,436)

Citation 102

Abstract:

19.

Robust Standard Errors in Small Samples: Some Practical Advice

NBER Working Paper No. w18478

Number of pages: 30 Posted: 20 Oct 2012 Last Revised: 29 Jun 2023

Guido W. Imbens and Michal Kolesár

Stanford Graduate School of Business and Princeton University

Downloads 203 (299,339)

Citation 24

Abstract:

20.

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: 20 Aug 2022

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 201 (302,106)

Citation 25

Abstract:

21.

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 186 (324,329)

Citation 19

Abstract:

22.

Synthetic Difference in Differences

NBER Working Paper No. w25532

Number of pages: 70 Posted: 12 Feb 2019 Last Revised: 07 Apr 2023

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 178 (337,445)

Citation 222

Abstract:

23.

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 Sep 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 167 (356,694)

Citation 22

Abstract:

24.

LaLonde (1986) after Nearly Four Decades: Lessons Learned

Number of pages: 71 Posted: 03 Jun 2024

Guido W. Imbens and Yiqing Xu

Stanford Graduate School of Business and Stanford University

Downloads 158 (373,860)

Abstract:

25.

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: 10 Apr 2023

Nikolay Doudchenko and Guido W. Imbens

Stanford University and Stanford Graduate School of Business

Downloads 151 (388,333)

Citation 8

Abstract:

26.

Average Causal Response with Variable Treatment Intensity

NBER Working Paper No. t0127

Number of pages: 40 Posted: 29 Dec 2006 Last Revised: 08 May 2023

Joshua D. Angrist and Guido W. Imbens

Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business

Downloads 151 (388,333)

Citation 1

Abstract:

27.

Jackknife Instrumental Variables Estimation

NBER Working Paper No. t0172

Number of pages: 29 Posted: 14 Jul 2000 Last Revised: 23 Jun 2023

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 130 (437,334)

Citation 13

Abstract:

28.

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 128 (442,689)

Citation 25

Abstract:

29.

Re-Employment Probabilities Over the Business Cycle

Downloads 128 (442,689)

Citation 3

2

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 90 (574,809)

Citation 3

Abstract:

Re-Employment Probabilities Over the Business Cycle

NBER Working Paper No. w4585

Number of pages: 46 Posted: 11 Jul 2007 Last Revised: 14 Jul 2022

Guido W. Imbens and Lisa M. Lynch

Stanford Graduate School of Business and Tufts University - The Fletcher School of Law and Diplomacy

Downloads 38 (878,771)

Abstract:

30.

Matching on the Estimated Propensity Score

NBER Working Paper No. w15301

Number of pages: 22 Posted: 31 Aug 2009 Last Revised: 24 Apr 2022

Alberto Abadie and Guido W. Imbens

Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business

Downloads 127 (445,329)

Citation 25

Abstract:

31.

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 2023

Guido W. Imbens and Whitney K. Newey

Stanford Graduate School of Business and Massachusetts Institute of Technology (MIT) - Department of Economics

Downloads 126 (448,038)

Citation 37

Abstract:

32.

A Martingale Representation for Matching Estimators

Downloads 125 (450,772)

2

A Martingale Representation for Matching Estimators

NBER Working Paper No. w14756

Number of pages: 27 Posted: 26 Feb 2009 Last Revised: 29 Oct 2022

Alberto Abadie and Guido W. Imbens

Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business

Downloads 63 (704,829)

Abstract:

A Martingale Representation for Matching Estimators

IZA Discussion Paper No. 4073

Number of pages: 14 Posted: 30 Mar 2009 Last Revised: 17 Nov 2021

Alberto Abadie and Guido W. Imbens

Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business

Downloads 62 (710,570)

Abstract:

33.

On the Failure of the Bootstrap for Matching Estimators

NBER Working Paper No. t0325

Number of pages: 39 Posted: 29 Jun 2006 Last Revised: 24 May 2023

Alberto Abadie and Guido W. Imbens

Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business

Downloads 125 (450,772)

Citation 41

Abstract:

34.

Simple and Bias-Corrected Matching Estimators for Average Treatment Effects

NBER Working Paper No. t0283

Number of pages: 57 Posted: 30 Dec 2002 Last Revised: 12 Apr 2023

Alberto Abadie and Guido W. Imbens

Harvard University - Harvard Kennedy School (HKS) and Stanford Graduate School of Business

Downloads 118 (471,095)

Citation 50

Abstract:

35.

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 2023

Susan Athey and Guido W. Imbens

Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 115 (480,375)

Citation 143

Abstract:

36.

Sources of Identifying Information in Evaluation Models

NBER Working Paper No. t0117

Number of pages: 34 Posted: 26 Dec 2000 Last Revised: 29 Apr 2023

Joshua D. Angrist and Guido W. Imbens

Massachusetts Institute of Technology (MIT) - Department of Economics and Stanford Graduate School of Business

Downloads 104 (517,165)

Abstract:

37.

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 2023

Guido W. Imbens

Stanford Graduate School of Business

Downloads 101 (527,844)

Citation 12

Abstract:

38.

Instrumental Variables Estimation of Quantile Treatment Effects

NBER Working Paper No. t0229

Number of pages: 31 Posted: 15 Sep 2000 Last Revised: 17 Feb 2023

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 101 (527,844)

Abstract:

39.

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: 03 Apr 2023

Andrew Gelman and Guido W. Imbens

Columbia University - Department of Statistics and Department of Political Science and Stanford Graduate School of Business

Downloads 99 (535,073)

Citation 173

Abstract:

40.

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: 76 Posted: 18 Nov 2019 Last Revised: 23 Apr 2023

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 96 (545,969)

Citation 8

Abstract:

41.

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 2023

Andrew Gelman and Guido W. Imbens

Columbia University - Department of Statistics and Department of Political Science and Stanford Graduate School of Business

Downloads 90 (568,515)

Citation 2

Abstract:

42.

An Empirical Model for Strategic Network Formation

NBER Working Paper No. w16039

Number of pages: 32 Posted: 04 Jun 2010 Last Revised: 30 Apr 2023

Nicholas A. Christakis, James H. Fowler, James H. Fowler, Guido W. Imbens and Karthik Kalyanaraman

Yale University, Law School, 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 87 (580,626)

Citation 4

Abstract:

43.

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 2023

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 85 (588,859)

Abstract:

44.

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 83 (597,330)

Citation 3

Abstract:

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 2023

Guido W. Imbens and Judith K. Hellerstein

Stanford Graduate School of Business and University of Maryland - Department of Economics

Downloads 83 (597,330)

Abstract:

46.

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: 19 Nov 2022

V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman

Duke University, Stanford Graduate School of Business and The RAND Corporation

Downloads 80 (610,291)

Abstract:

47.

Hierarchical Bayes Models with Many Instrumental Variables

NBER Working Paper No. t0204

Number of pages: 28 Posted: 05 Sep 2000 Last Revised: 24 Jul 2023

Gary Chamberlain and Guido W. Imbens

Harvard University - Department of Economics and Stanford Graduate School of Business

Downloads 80 (614,697)

Abstract:

48.

Finite Population Causal Standard Errors

NBER Working Paper No. w20325

Number of pages: 55 Posted: 28 Jul 2014 Last Revised: 16 Jul 2023

Alberto Abadie, Susan Athey, Guido W. Imbens and Jeffrey M. 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 75 (632,365)

Abstract:

49.

Information Theoretic Approaches to Inference in Moment Condition Models

NBER Working Paper No. t0186

Number of pages: 35 Posted: 13 Sep 2000 Last Revised: 07 Jul 2023

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 75 (632,365)

Citation 1

Abstract:

50.

Identification and Inference with Many Invalid Instruments

NBER Working Paper No. w17519

Number of pages: 44 Posted: 22 Oct 2011 Last Revised: 15 May 2023

Michal Kolesár, Raj Chetty, John Friedman, John N. Friedman, John N. Friedman, Edward L. Glaeser and Guido W. Imbens

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 73 (641,774)

Citation 15

Abstract:

51.

A Causal Bootstrap

NBER Working Paper No. w24833

Number of pages: 28 Posted: 16 Jul 2018 Last Revised: 10 May 2023

Guido W. Imbens and Konrad Menzel

Stanford Graduate School of Business and New York University (NYU)

Downloads 72 (646,491)

Citation 1

Abstract:

52.

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 2023

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 71 (651,329)

Abstract:

53.

Nonparametric Applications of Bayesian Inference

NBER Working Paper No. t0200

Number of pages: 24 Posted: 20 Jul 2000 Last Revised: 21 Jul 2023

Gary Chamberlain and Guido W. Imbens

Harvard University - Department of Economics and Stanford Graduate School of Business

Downloads 65 (681,135)

Citation 1

Abstract:

54.

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 2023

Guido W. Imbens

Stanford Graduate School of Business

Downloads 61 (702,560)

Citation 111

Abstract:

55.

Bias from Classical and Other Forms of Measurement Error

Downloads 61 (702,560)

Citation 1

2

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 2023

Dean Hyslop and Guido W. Imbens

Motu Economic and Public Policy Research and Stanford Graduate School of Business

Downloads 61 (716,371)

Citation 1

Abstract:

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

Abstract:

56.

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 2023

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 60 (707,949)

Citation 69

Abstract:

57.

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

Downloads 57 (724,814)

Citation 7

2

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 37 (887,371)

Abstract:

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 2023

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 (1,061,472)

Citation 7

Abstract:

58.

Clustering, Spatial Correlations and Randomization Inference

NBER Working Paper No. w15760

Number of pages: 35 Posted: 22 Feb 2010 Last Revised: 26 Jul 2023

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 57 (724,814)

Citation 22

Abstract:

59.

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 2023

V. Joseph Hotz, Guido W. Imbens and Julie H. Mortimer

Duke University, Stanford Graduate School of Business and Boston College

Downloads 56 (730,881)

Citation 22

Abstract:

60.

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 2022

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 55 (736,894)

Abstract:

61.

Robust Inference for Misspecified Models Conditional on Covariates

NBER Working Paper No. w17442

Number of pages: 25 Posted: 23 Sep 2011 Last Revised: 27 Feb 2023

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 49 (774,954)

Abstract:

62.

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: 02 Feb 2023

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 48 (781,783)

Abstract:

63.

External Validity in Fuzzy Regression Discontinuity Designs

NBER Working Paper No. w20773

Number of pages: 30 Posted: 22 Dec 2014 Last Revised: 06 Apr 2023

Marinho Bertanha and Guido W. Imbens

University of Notre Dame - Department of Economics and Stanford Graduate School of Business

Downloads 47 (788,514)

Citation 8

Abstract:

64.

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 2023

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 46 (795,595)

Citation 7

Abstract:

65.

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 2023

Dmitry Arkhangelsky and Guido W. Imbens

Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business

Downloads 46 (795,595)

Abstract:

66.

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: 26 Dec 2022

V. Joseph Hotz, Guido W. Imbens and Jacob Alex Klerman

Duke University, Stanford Graduate School of Business and The RAND Corporation

Downloads 46 (795,595)

Citation 3

Abstract:

67.

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: 30 Jan 2023

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 45 (802,692)

Citation 2

Abstract:

68.

Exact P-Values for Network Interference

NBER Working Paper No. w21313

Number of pages: 41 Posted: 06 Jul 2015 Last Revised: 27 Mar 2023

Susan Athey, Dean Eckles and Guido W. Imbens

Stanford Graduate School of Business, MIT Sloan School of Management and Stanford Graduate School of Business

Downloads 41 (832,135)

Citation 10

Abstract:

69.

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 2022

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 38 (855,694)

Citation 8

Abstract:

70.

Causal Models for Longitudinal and Panel Data: A Survey

NBER Working Paper No. w31942

Number of pages: 65 Posted: 11 Dec 2023

Dmitry Arkhangelsky and Guido W. Imbens

Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business

Downloads 31 (916,286)

Citation 2

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Abstract:

71.

Double-Robust Identification for Causal Panel Data Models

NBER Working Paper No. w28364

Number of pages: 55 Posted: 27 Jan 2021 Last Revised: 07 Nov 2022

Dmitry Arkhangelsky and Guido W. Imbens

Centre for Monetary and Financial Studies (CEMFI) and Stanford Graduate School of Business

Downloads 31 (916,286)

Citation 1

Abstract:

72.

Semiparametric Estimation of Treatment Effects in Randomized Experiments

NBER Working Paper No. w29242

Number of pages: 43 Posted: 13 Sep 2021 Last Revised: 27 May 2023

Susan Athey, Peter Bickel, Aiyou Chen, Guido W. Imbens and Michael Pollmann

Stanford Graduate School of Business, University of California, Berkeley, Google, Stanford Graduate School of Business and Stanford University

Downloads 25 (974,585)

Citation 63

Abstract:

73.

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

NBER Working Paper No. w31802

Number of pages: 25 Posted: 23 Oct 2023

Jann Spiess, Guido W. Imbens and Amar Venugopal

Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford University

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Abstract:

74.

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

Abstract:

75.

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

Guido W. Imbens

Stanford Graduate School of Business

Professor of Economics

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