Author Page for Guido W. Imbens

1.

Recent Developments in the Econometrics of Program Evaluation

Downloads 780 ( 33,852)

Citation 623

2

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 604 (47,105)

Citation 106

Abstract:

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 176 (185,091)

Abstract:

2.

Matching Methods in Practice: Three Examples

Downloads 768 ( 34,637)

Citation 63

2

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 683 (40,056)

Citation 18

Abstract:

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 85 (320,883)

Abstract:

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 497 (61,106)

Citation 7

Abstract:

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 341 (95,542)

Citation 1

Abstract:

5.

Identification and Inference in Nonlinear Difference-in-Differences Models

Downloads 298 (110,774)

Citation 123

2

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 246 (134,755)

Abstract:

Identification and Inference in Nonlinear Difference-in-Differences Models

NBER Working Paper No. t0280

Number of pages: 63 Posted: 15 Sep 2002 Last Revised: 12 Mar 2010

Susan Athey and Guido W. Imbens

Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 52 (418,844)

Citation 42

Abstract:

6.

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 292 (113,187)

Citation 14

Abstract:

7.

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Downloads 270 (122,912)

Citation 131

2

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

USC CLEO Research Paper No. C02-13

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 206 (160,184)

Citation 126

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: 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 64 (377,787)

Citation 6

Abstract:

8.

Regression Discontinuity Designs: A Guide to Practice

Downloads 228 (145,725)

Citation 600

2

Regression Discontinuity Designs: A Guide to Practice

NBER Working Paper No. t0337

Number of pages: 37 Posted: 18 Apr 2007 Last Revised: 19 Aug 2010

Guido W. Imbens and Thomas Lemieux

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

Downloads 154 (207,760)

Citation 24

Abstract:

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 74 (348,846)

Citation 214

Abstract:

9.

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

Downloads 196 (168,103)

2

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

MIT Department of Economics Working Paper No. 99-16

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 196 (167,941)

Citation 31

Abstract:

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

Econometrica, Vol. 70, Pp. 91-117, January 2002

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:

10.

Instrumental Variables: An Econometrician's Perspective

Downloads 173 (187,897)

Citation 18

2

Instrumental Variables: An Econometrician's Perspective

NBER Working Paper No. w19983

Number of pages: 74 Posted: 19 Mar 2014

Guido W. Imbens

Stanford Graduate School of Business

Downloads 105 (279,295)

Citation 1

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 68 (365,776)

Citation 2

Abstract:

11.

Nonparametric Tests for Treatment Effect Heterogeneity

Downloads 162 (198,748)

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 95 (298,819)

Citation 1

Abstract:

Nonparametric Tests for Treatment Effect Heterogeneity

NBER Working Paper No. t0324

Number of pages: 45 Posted: 29 Jun 2006 Last Revised: 28 Aug 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 67 (368,813)

Citation 2

Abstract:

12.

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Downloads 161 (199,812)

Citation 387

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 109 (271,922)

Citation 63

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 2010

Guido W. Imbens and Karthik Kalyanaramang

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

Downloads 52 (418,844)

Abstract:

13.

Identification of Causal Effects Using Instrumental Variables

NBER Working Paper No. t0136

Number of pages: 40 Posted: 26 May 2004

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 136 (229,337)

Citation 25

Abstract:

14.

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: 12 Oct 2010

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 134 (232,132)

Citation 11

Abstract:

15.

Robust Standard Errors in Small Samples: Some Practical Advice

NBER Working Paper No. w18478

Number of pages: 30 Posted: 20 Oct 2012

Guido W. Imbens and Michal Kolesár

Stanford Graduate School of Business and Princeton University

Downloads 131 (236,254)

Citation 7

Abstract:

16.

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 2010

Guido W. Imbens

Stanford Graduate School of Business

Downloads 127 (241,892)

Citation 5

Abstract:

17.

Optimal Experimental Design for Staggered Rollouts

Number of pages: 59 Posted: 20 Nov 2019

Ruoxuan Xiong, Susan Athey, Mohsen Bayati and Guido W. Imbens

Stanford University - Management Science & Engineering, Stanford Graduate School of Business, Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 114 (261,965)

Citation 2

Abstract:

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 114 (261,965)

Citation 15

Abstract:

19.

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: 26 Sep 2010

Guido W. Imbens

Stanford Graduate School of Business

Downloads 114 (261,965)

Citation 22

Abstract:

20.

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 100 (286,902)

Citation 16

Abstract:

21.

Identification and Estimation of Local Average Treatment Effects

NBER Working Paper No. t0118

Number of pages: 28 Posted: 27 Jun 2007

Joshua D. Angrist and Guido W. Imbens

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

Downloads 99 (288,828)

Citation 32

Abstract:

22.

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 88 (311,324)

Citation 30

Abstract:

23.

Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity

NBER Working Paper No. t0285

Number of pages: 44 Posted: 21 Nov 2002

Guido W. Imbens and Whitney K. Newey

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

Downloads 83 (322,669)

Citation 11

Abstract:

24.

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 80 (329,872)

Citation 21

Abstract:

25.

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 80 (329,872)

Citation 9

Abstract:

26.

Jackknife Instrumental Variables Estimation

NBER Working Paper No. t0172

Number of pages: 29 Posted: 14 Jul 2000

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 80 (329,872)

Citation 30

Abstract:

27.

Re-Employment Probabilities Over the Business Cycle

Downloads 78 (334,803)

Citation 10

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 64 (377,787)

Abstract:

Re-Employment Probabilities Over the Business Cycle

NBER Working Paper No. w4585

Number of pages: 46 Posted: 11 Jul 2007 Last Revised: 21 Jul 2010

Guido W. Imbens and Lisa M. Lynch

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

Downloads 14 (625,222)

Abstract:

28.

A Martingale Representation for Matching Estimators

Downloads 76 (339,907)

Citation 1

2

A Martingale Representation for Matching Estimators

NBER Working Paper No. w14756

Number of pages: 27 Posted: 26 Feb 2009 Last Revised: 17 Apr 2010

Alberto Abadie and Guido W. Imbens

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

Downloads 42 (458,983)

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 34 (496,452)

Abstract:

29.

Matching on the Estimated Propensity Score

NBER Working Paper No. w15301

Number of pages: 22 Posted: 31 Aug 2009 Last Revised: 05 Dec 2009

Alberto Abadie and Guido W. Imbens

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

Downloads 72 (350,406)

Citation 12

Abstract:

30.

Sources of Identifying Information in Evaluation Models

NBER Working Paper No. t0117

Number of pages: 34 Posted: 26 Dec 2000

Joshua D. Angrist and Guido W. Imbens

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

Downloads 56 (398,379)

Abstract:

31.

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 56 (398,379)

Citation 5

Abstract:

32.

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: 14 Sep 2001

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

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

Downloads 53 (408,525)

Abstract:

33.

An Empirical Model for Strategic Network Formation

NBER Working Paper No. w16039

Number of pages: 32 Posted: 04 Jun 2010 Last Revised: 05 Jun 2010

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 52 (412,028)

Citation 1

Abstract:

34.

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 52 (412,028)

Citation 2

Abstract:

35.

Average Causal Response with Variable Treatment Intensity

NBER Working Paper No. t0127

Number of pages: 40 Posted: 29 Dec 2006

Joshua D. Angrist and Guido W. Imbens

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

Downloads 52 (412,028)

Abstract:

36.

Identification and Inference with Many Invalid Instruments

NBER Working Paper No. w17519

Number of pages: 44 Posted: 22 Oct 2011 Last Revised: 24 Oct 2011

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 46 (434,031)

Citation 6

Abstract:

37.

Hierarchical Bayes Models with Many Instrumental Variables

NBER Working Paper No. t0204

Number of pages: 28 Posted: 05 Sep 2000 Last Revised: 25 Jul 2010

Gary Chamberlain and Guido W. Imbens

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

Downloads 46 (434,031)

Citation 1

Abstract:

38.

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 44 (441,787)

Abstract:

39.

Combining Panel Data Sets with Attrition and Refreshment Samples

NBER Working Paper No. t0230

Number of pages: 41 Posted: 25 Jul 2000 Last Revised: 20 Aug 2010

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 44 (441,787)

Abstract:

40.

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 2010

Guido W. Imbens and Judith K. Hellerstein

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

Downloads 42 (449,872)

Abstract:

41.

Synthetic Difference in Differences

NBER Working Paper No. w25532

Number of pages: 62 Posted: 12 Feb 2019

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 41 (454,020)

Citation 4

Add to Cart

Abstract:

42.

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

NBER Working Paper No. w22791

Number of pages: 35 Posted: 31 Oct 2016

Nikolay Doudchenko and Guido W. Imbens

Stanford University and Stanford Graduate School of Business

Downloads 41 (454,020)

Citation 7

Abstract:

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 38 (466,724)

Abstract:

44.

Nonparametric Applications of Bayesian Inference

NBER Working Paper No. t0200

Number of pages: 24 Posted: 20 Jul 2000 Last Revised: 21 Jul 2010

Gary Chamberlain and Guido W. Imbens

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

Downloads 38 (466,724)

Citation 5

Abstract:

45.

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

Andrew Gelman and Guido W. Imbens

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

Downloads 36 (475,595)

Citation 124

Abstract:

46.

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 2010

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 36 (475,595)

Citation 4

Abstract:

47.

Why Ask Why? Forward Causal Inference and Reverse Causal Questions

NBER Working Paper No. w19614

Number of pages: 9 Posted: 09 Nov 2013

Andrew Gelman and Guido W. Imbens

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

Downloads 35 (480,109)

Citation 1

Abstract:

48.

Bias from Classical and Other Forms of Measurement Error

Downloads 35 (480,109)

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: 16 Sep 2010

Dean Hyslop and Guido W. Imbens

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

Downloads 35 (491,401)

Citation 3

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:

49.

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 32 (494,443)

Citation 8

Abstract:

50.

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: 28 Aug 2010

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

Duke University, Stanford Graduate School of Business and Boston College

Downloads 32 (494,443)

Citation 2

Abstract:

51.

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

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 (499,355)

Abstract:

52.

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 24 (538,422)

Citation 2

Abstract:

53.

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

NBER Working Paper No. w24963

Number of pages: 38 Posted: 17 Sep 2018

Susan Athey and Guido W. Imbens

Stanford Graduate School of Business and Stanford Graduate School of Business

Downloads 23 (544,480)

Citation 6

Abstract:

54.

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

Guido W. Imbens

Stanford Graduate School of Business

Downloads 22 (550,689)

Citation 1

Add to Cart

Abstract:

55.

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 22 (550,689)

Citation 1

Abstract:

56.

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

Downloads 21 (556,901)

Citation 2

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 15 (617,744)

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: 21 May 2018

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 (685,821)

Citation 4

Abstract:

57.

Robust Inference for Misspecified Models Conditional on Covariates

NBER Working Paper No. w17442

Number of pages: 25 Posted: 23 Sep 2011

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 20 (563,103)

Abstract:

58.

External Validity in Fuzzy Regression Discontinuity Designs

NBER Working Paper No. w20773

Number of pages: 30 Posted: 22 Dec 2014

Marinho Bertanha and Guido W. Imbens

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

Downloads 18 (575,944)

Citation 6

Abstract:

59.

Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

NBER Working Paper No. t0294

Number of pages: 49 Posted: 25 Apr 2011

Guido W. Imbens

Stanford Graduate School of Business

Downloads 18 (575,944)

Citation 39

Abstract:

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 18 (575,944)

Citation 4

Abstract:

61.

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

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 15 (595,215)

Abstract:

62.

Ensemble Methods for Causal Effects in Panel Data Settings

NBER Working Paper No. w25675

Number of pages: 13 Posted: 26 Mar 2019

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 14 (601,939)

Citation 3

Add to Cart

Abstract:

63.

The Role of the Propensity Score in Fixed Effect Models

NBER Working Paper No. w24814

Number of pages: 52 Posted: 16 Jul 2018

Dmitry Arkhangelsky and Guido W. Imbens

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

Downloads 13 (608,635)

Add to Cart

Abstract:

64.

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 (622,443)

Citation 1

Add to Cart

Abstract:

65.

Matrix Completion Methods for Causal Panel Data Models

NBER Working Paper No. w25132

Number of pages: 50 Posted: 08 Oct 2018

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 10 (629,224)

Citation 3

Add to Cart

Abstract:

66.

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

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 (643,283)

Add to Cart

Abstract:

67.

Exact P-Values for Network Interference

NBER Working Paper No. w21313

Number of pages: 41 Posted: 06 Jul 2015

Susan Athey, Dean Eckles and Guido W. Imbens

Stanford Graduate School of Business, Stanford University - Department of Communication and Stanford Graduate School of Business

Downloads 6 (657,366)

Citation 7

Abstract:

68.

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

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 4 (672,056)

Add to Cart

Abstract:

69.

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:

70.

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

The Review of Economic Studies, Vol. 67, Issue 3, July 2000

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

70

Top 6,723

7,077

Top 58

1,665

4,974

Scholarly Papers (70)

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Synthetic Difference in Differences

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract:

Abstract: