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 239 (178,419)

Citation 150

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: 04 Apr 2022

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 81 (416,429)

Citation 15

Abstract:

9.

Regression Discontinuity Designs: A Guide to Practice

Downloads 261 (164,212)

Citation 667

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 172 (241,283)

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: 17 Feb 2022

Guido W. Imbens and Thomas Lemieux

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

Downloads 89 (393,234)

Citation 279

Abstract:

10.

Identification of Causal Effects Using Instrumental Variables

NBER Working Paper No. t0136

Number of pages: 40 Posted: 26 May 2004 Last Revised: 18 May 2022

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 223 (191,035)

Citation 74

Abstract:

11.

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

Downloads 220 (193,583)

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 220 (193,272)

Citation 39

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:

12.

Instrumental Variables: An Econometrician's Perspective

Downloads 218 (195,314)

Citation 12

2

Instrumental Variables: An Econometrician's Perspective

NBER Working Paper No. w19983

Number of pages: 74 Posted: 19 Mar 2014 Last Revised: 08 Aug 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 144 (279,797)

Abstract:

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 74 (438,908)

Citation 7

Abstract:

13.

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 2022

Joshua D. Angrist and Guido W. Imbens

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

Downloads 188 (223,328)

Citation 64

Abstract:

14.

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Downloads 179 (232,912)

Citation 434

2

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 122 (317,668)

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 Mar 2022

Guido W. Imbens and Karthik Kalyanaramang

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

Downloads 57 (502,488)

Abstract:

15.

Nonparametric Tests for Treatment Effect Heterogeneity

Downloads 177 (235,214)

Citation 25

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 98 (369,903)

Citation 2

Abstract:

Nonparametric Tests for Treatment Effect Heterogeneity

NBER Working Paper No. t0324

Number of pages: 45 Posted: 29 Jun 2006 Last Revised: 13 Apr 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 79 (422,645)

Citation 2

Abstract:

16.

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 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 165 (249,538)

Citation 32

Abstract:

17.

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 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 165 (249,538)

Citation 25

Abstract:

18.

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 2022

Guido W. Imbens and Michal Kolesár

Stanford Graduate School of Business and Princeton University

Downloads 150 (269,884)

Citation 8

Abstract:

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 148 (272,861)

Citation 20

Abstract:

20.

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: 16 Mar 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 137 (289,884)

Citation 11

Abstract:

21.

When Should You Adjust Standard Errors for Clustering?

NBER Working Paper No. w24003

Number of pages: 30 Posted: 13 Nov 2017 Last Revised: 03 Aug 2022

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 136 (291,548)

Citation 44

Abstract:

22.

Synthetic Difference in Differences

NBER Working Paper No. w25532

Number of pages: 70 Posted: 12 Feb 2019 Last Revised: 07 Apr 2022

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 121 (318,107)

Citation 8

Abstract:

23.

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 104 (353,105)

Citation 25

Abstract:

24.

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 103 (355,319)

Abstract:

25.

Jackknife Instrumental Variables Estimation

NBER Working Paper No. t0172

Number of pages: 29 Posted: 14 Jul 2000 Last Revised: 23 Jun 2022

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 100 (362,302)

Citation 10

Abstract:

26.

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 98 (367,065)

Citation 25

Abstract:

27.

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: 11 Apr 2022

Alberto Abadie and Guido W. Imbens

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

Downloads 98 (367,065)

Citation 50

Abstract:

28.

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: 20 Apr 2022

Guido W. Imbens and Whitney K. Newey

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

Downloads 97 (369,390)

Citation 22

Abstract:

29.

On the Failure of the Bootstrap for Matching Estimators

NBER Working Paper No. t0325

Number of pages: 39 Posted: 29 Jun 2006 Last Revised: 23 May 2022

Alberto Abadie and Guido W. Imbens

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

Downloads 94 (376,759)

Citation 24

Abstract:

30.

Instrumental Variables Estimation of Quantile Treatment Effects

NBER Working Paper No. t0229

Number of pages: 31 Posted: 15 Sep 2000 Last Revised: 17 Feb 2022

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 87 (395,158)

Abstract:

31.

Re-Employment Probabilities Over the Business Cycle

Downloads 85 (400,746)

Citation 1

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 67 (463,285)

Citation 1

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 18 (741,605)

Abstract:

32.

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 83 (406,404)

Citation 8

Abstract:

33.

A Martingale Representation for Matching Estimators

Downloads 83 (406,404)

Citation 3

2

A Martingale Representation for Matching Estimators

NBER Working Paper No. w14756

Number of pages: 27 Posted: 26 Feb 2009 Last Revised: 28 Apr 2022

Alberto Abadie and Guido W. Imbens

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

Downloads 46 (552,925)

Abstract:

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 37 (601,594)

Abstract:

34.

Sources of Identifying Information in Evaluation Models

NBER Working Paper No. t0117

Number of pages: 34 Posted: 26 Dec 2000 Last Revised: 29 Apr 2022

Joshua D. Angrist and Guido W. Imbens

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

Downloads 72 (440,248)

Abstract:

35.

An Empirical Model for Strategic Network Formation

NBER Working Paper No. w16039

Number of pages: 32 Posted: 04 Jun 2010 Last Revised: 30 Apr 2022

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

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 71 (443,573)

Citation 2

Abstract:

36.

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 2022

Susan Athey and Guido W. Imbens

Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 65 (464,269)

Citation 21

Abstract:

37.

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 59 (486,943)

Citation 2

Abstract:

38.

Hierarchical Bayes Models with Many Instrumental Variables

NBER Working Paper No. t0204

Number of pages: 28 Posted: 05 Sep 2000 Last Revised: 23 Jan 2022

Gary Chamberlain and Guido W. Imbens

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

Downloads 58 (490,837)

Abstract:

39.

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 2022

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

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

Downloads 56 (498,742)

Abstract:

40.

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: 06 Aug 2022

Andrew Gelman and Guido W. Imbens

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

Downloads 53 (511,160)

Citation 2

Abstract:

41.

Combining Panel Data Sets with Attrition and Refreshment Samples

NBER Working Paper No. t0230

Number of pages: 41 Posted: 25 Jul 2000 Last Revised: 30 Mar 2022

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 53 (511,160)

Abstract:

42.

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, 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 52 (515,424)

Citation 15

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 2022

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 52 (515,424)

Abstract:

44.

Finite Population Causal Standard Errors

NBER Working Paper No. w20325

Number of pages: 55 Posted: 28 Jul 2014 Last Revised: 16 Jul 2022

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 49 (528,684)

Abstract:

45.

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 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 48 (533,262)

Citation 3

Abstract:

46.

Nonparametric Applications of Bayesian Inference

NBER Working Paper No. t0200

Number of pages: 24 Posted: 20 Jul 2000 Last Revised: 21 Jul 2022

Gary Chamberlain and Guido W. Imbens

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

Downloads 46 (542,479)

Citation 1

Abstract:

47.

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 45 (547,268)

Citation 173

Abstract:

48.

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 2022

Guido W. Imbens and Judith K. Hellerstein

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

Downloads 43 (557,023)

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 2022

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 42 (562,072)

Citation 1

Abstract:

50.

A Causal Bootstrap

NBER Working Paper No. w24833

Number of pages: 28 Posted: 16 Jul 2018 Last Revised: 09 May 2022

Guido W. Imbens and Konrad Menzel

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

Downloads 39 (577,436)

Citation 1

Abstract:

51.

Bias from Classical and Other Forms of Measurement Error

Downloads 38 (582,679)

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: 31 Mar 2022

Dean Hyslop and Guido W. Imbens

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

Downloads 38 (595,731)

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:

52.

Clustering, Spatial Correlations and Randomization Inference

NBER Working Paper No. w15760

Number of pages: 35 Posted: 22 Feb 2010 Last Revised: 25 Jul 2022

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 37 (588,177)

Citation 10

Abstract:

53.

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 35 (599,388)

Abstract:

54.

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 2022

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

Duke University, Stanford Graduate School of Business and Boston College

Downloads 34 (605,089)

Citation 7

Abstract:

55.

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 2022

Guido W. Imbens

Stanford Graduate School of Business

Downloads 28 (642,494)

Citation 55

Abstract:

56.

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

Downloads 27 (649,215)

Citation 5

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 20 (724,142)

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 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 7 (851,305)

Citation 7

Abstract:

57.

External Validity in Fuzzy Regression Discontinuity Designs

NBER Working Paper No. w20773

Number of pages: 30 Posted: 22 Dec 2014 Last Revised: 06 Apr 2022

Marinho Bertanha and Guido W. Imbens

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

Downloads 27 (649,215)

Citation 8

Abstract:

58.

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: 04 Apr 2022

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

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

Downloads 27 (649,215)

Citation 3

Abstract:

59.

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 26 (656,286)

Abstract:

60.

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 2022

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 25 (663,439)

Citation 7

Abstract:

61.

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 2022

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 24 (670,789)

Citation 8

Abstract:

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: 01 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 22 (686,029)

Citation 2

Abstract:

63.

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 2022

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 21 (693,717)

Citation 2

Abstract:

64.

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 21 (693,717)

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 2022

Dmitry Arkhangelsky and Guido W. Imbens

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

Downloads 16 (734,168)

Abstract:

66.

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: 04 Aug 2022

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 15 (742,922)

Abstract:

67.

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 14 (751,856)

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: 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 13 (761,027)

Citation 10

Abstract:

69.

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 2022

Dmitry Arkhangelsky and Guido W. Imbens

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

Downloads 8 (809,182)

Citation 1

Abstract:

70.

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 2022

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 5 (839,968)

Add to Cart

Abstract:

71.

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:

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

Guido W. Imbens

Stanford Graduate School of Business

Professor of Economics

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Scholarly Papers (72)

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