Jeffrey M. Wooldridge

Michigan State University - Department of Economics

Professor

#211 Marshall Hall

East Lansing, MI 48824-1038

United States

  • Michigan State University - Department of Economics

    • Email
    • Tel: 517+353-5972
SCHOLARLY PAPERS

28

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21,205

TOTAL CITATIONS
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Top 920

in Total Papers Citations

1,112

Scholarly Papers (28)

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1.

Two-Way Fixed Effects, the Two-Way Mundlak Regression, and Difference-in-Differences Estimators

Number of pages: 77 Posted: 18 Aug 2021
Jeffrey M. Wooldridge
Michigan State University - Department of Economics
Downloads 13,062 (752)
Citation 114

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panel data, fixed effects, difference-in-differences, correlated random effects

2.

Simple Approaches to Nonlinear Difference-in-Differences with Panel Data

Number of pages: 72 Posted: 10 Aug 2022
Jeffrey M. Wooldridge
Michigan State University - Department of Economics
Downloads 2,780 (10,155)
Citation 16

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difference-in-differences, staggered intervention, nonlinear model, logit, poisson regression

3.

A Simple Transformation Approach to Difference-in-Differences Estimation for Panel Data

Number of pages: 45 Posted: 27 Jul 2023
Soo Jeong Lee and Jeffrey M. Wooldridge
Michigan State University - Department of Economics and Michigan State University - Department of Economics
Downloads 1,622 (23,887)

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Difference-in-differences; panel data; parallel trends, doubly robust estimators; heterogenous trends

4.

Recent Developments in the Econometrics of Program Evaluation

Downloads 908 (55,265)
Citation 503

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 Jeffrey M. Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 678 (80,247)
Citation 176

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

Recent Developments in the Econometrics of Program Evaluation

NBER Working Paper No. w14251
Number of pages: 93 Posted: 18 Aug 2008 Last Revised: 11 Dec 2022
Guido W. Imbens and Jeffrey M. Wooldridge
Stanford Graduate School of Business and Michigan State University - Department of Economics
Downloads 230 (276,476)
Citation 327

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5.

A Simple, Robust Test for Choosing the Level of Fixed Effects in Linear Panel Data Models

Number of pages: 26 Posted: 29 Jul 2022
Leslie E. Papke and Jeffrey M. Wooldridge
Michigan State University - Department of Economics and Michigan State University - Department of Economics
Downloads 341 (185,406)
Citation 3

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Panel Data, Fixed Effects, Correlated Random Effects, Hausman Test

6.

Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates

NBER Working Paper No. t0147
Number of pages: 28 Posted: 24 Jul 2000 Last Revised: 29 May 2022
Leslie E. Papke and Jeffrey M. Wooldridge
Michigan State University - Department of Economics and Michigan State University - Department of Economics
Downloads 294 (217,108)
Citation 17

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7.

A General Double Robustness Result for Estimating Average Treatment Effects

IZA Discussion Paper No. 8084
Number of pages: 23 Posted: 12 Apr 2014
Tymon Słoczyński and Jeffrey M. Wooldridge
Brandeis University - Department of Economics and Michigan State University - Department of Economics
Downloads 243 (263,562)
Citation 19

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double robustness, inverse-probability weighting (IPW), multi-valued treatments, quasi-maximum likelihood estimation (QMLE), treatment effects

8.

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 222 (287,611)
Citation 374

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9.

Improved Estimation of Dynamic Models of Conditional Means and Variances

Number of pages: 35 Posted: 29 Sep 2020
Weining Wang, Weining Wang, Jeffrey M. Wooldridge and Mengshan Xu
University of Yorkaffiliation not provided to SSRN, Michigan State University - Department of Economics and London School of Economics & Political Science (LSE)
Downloads 205 (310,184)

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Dynamic Models, GEE, QMLE, GARCH, Optimal Instrument, Efficiency

10.

What are We Weighting for?

NBER Working Paper No. w18859
Number of pages: 29 Posted: 01 Mar 2013 Last Revised: 14 Jul 2023
Gary Solon, Steven J. Haider and Jeffrey M. Wooldridge
University of Arizona, Michigan State University - Department of Economics and Michigan State University - Department of Economics
Downloads 197 (321,805)
Citation 46

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11.

Can Value-Added Measures of Teacher Performance Be Trusted?

IZA Discussion Paper No. 6602
Number of pages: 42 Posted: 16 Jun 2012
Cassandra M. Guarino, Mark D. Reckase and Jeffrey M. Wooldridge
Michigan State University - College of Education, Michigan State University and Michigan State University - Department of Economics
Downloads 186 (339,223)
Citation 3

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education, teacher labor markets, value-added, student achievement

12.

Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings

Downloads 122 (481,463)
Citation 1

Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings

University of Chicago, Becker Friedman Institute for Economics Working Paper No. 2019-129
Number of pages: 67 Posted: 22 Oct 2019
Bharat Chandar, Ali Hortaçsu, John A. List, Ian Muir and Jeffrey M. Wooldridge
Stanford Graduate School of Business, University of Chicago, University of Chicago - Department of Economics, Lyft, Inc. and Michigan State University - Department of Economics
Downloads 83 (634,340)
Citation 1

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Design and Analysis of Cluster-Randomized Field Experiments in Panel Data Settings

NBER Working Paper No. w26389
Number of pages: 66 Posted: 10 Aug 2020 Last Revised: 08 Feb 2023
Bharat Chandar, Ali Hortaçsu, John A. List, Ian Muir and Jeffrey M. Wooldridge
Stanford Graduate School of Business, University of Chicago, University of Chicago - Department of Economics, Lyft, Inc. and Michigan State University - Department of Economics
Downloads 39 (922,711)

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13.

Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment

CESifo Working Paper No. 10105
Number of pages: 48 Posted: 02 Dec 2022
Tymon Sloczynski, S. Derya Uysal and Jeffrey M. Wooldridge
Brandeis University - International Business School, Ludwig Maximilian University of Munich (LMU) and Michigan State University - Department of Economics
Downloads 106 (534,801)

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double robustness, instrumental variables, local average treatment effects, one-sided noncompliance

14.

A Formal Investigation of “Bad” Controls

Number of pages: 9 Posted: 09 Jan 2024
Jeffrey M. Wooldridge
Michigan State University - Department of Economics
Downloads 104 (546,106)

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Bad control, good control, overcontrolling, unconfoundedness, difference-in-differences

15.

How Do Principals Assign Students to Teachers? Finding Evidence in Administrative Data and the Implications for Value-Added

IZA Discussion Paper No. 7112
Number of pages: 48 Posted: 12 Jan 2013
Steven Dieterle, Cassandra M. Guarino, Mark D. Reckase and Jeffrey M. Wooldridge
University of Edinburgh, Michigan State University - College of Education, Michigan State University and Michigan State University - Department of Economics
Downloads 101 (553,705)
Citation 6

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value added, teacher quality, teacher labor markets, education

16.

Does the Precision and Stability of Value-Added Estimates of Teacher Performance Depend on the Types of Students They Serve?

IZA Discussion Paper No. 7676
Number of pages: 48 Posted: 26 Oct 2013 Last Revised: 18 Nov 2021
Brian Stacy, Cassandra M. Guarino, Mark D. Reckase and Jeffrey M. Wooldridge
U.S. Department of Agriculture (USDA) - Economic Research Service (ERS), Michigan State University - College of Education, Michigan State University and Michigan State University - Department of Economics
Downloads 94 (580,474)
Citation 1

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education, value-added, teacher labor markets, teacher quality, teacher performance

17.

Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect

CESifo Working Paper No. 9715
Number of pages: 42 Posted: 27 Apr 2022
Tymon Sloczynski, S. Derya Uysal and Jeffrey M. Wooldridge
Brandeis University - International Business School, Ludwig Maximilian University of Munich (LMU) and Michigan State University - Department of Economics
Downloads 83 (626,136)
Citation 1

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instrumental variables, local average treatment effects, one-sided noncompliance, weighting

18.

On Estimating Partial Effects after Retransformation

Number of pages: 35 Posted: 14 Apr 2016 Last Revised: 15 Apr 2016
Shengwu Shang and Jeffrey M. Wooldridge
Kansas State Unviersity and Michigan State University - Department of Economics
Downloads 82 (630,551)
Citation 1

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Average Partial Effect (APE), Average Structural Function (ASF), Conditional Average Partial Effect (CAPE), Exponential Sieve Estimator

19.

A Comparison of Growth Percentile and Value-Added Models of Teacher Performance

IZA Discussion Paper No. 7973
Number of pages: 42 Posted: 01 Mar 2014
Cassandra M. Guarino, Mark D. Reckase, Brian Stacy and Jeffrey M. Wooldridge
Michigan State University - College of Education, Michigan State University, U.S. Department of Agriculture (USDA) - Economic Research Service (ERS) and Michigan State University - Department of Economics
Downloads 79 (644,078)
Citation 6

Abstract:

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teacher labor markets, teacher value-added, teacher quality

20.

Heterogeneity and Heteroskedasticity in Endogenous Switching Models: Estimating the Effects of Physician Advice on Calorie Consumption

Number of pages: 43 Posted: 23 Dec 2022
RIJU JOSHI and Jeffrey M. Wooldridge
Portland State University - Department of Economics and Michigan State University - Department of Economics
Downloads 76 (657,922)

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Average Treatment Effects, Endogenous Switching Models, Heteroskedasticity, Conditional Linear Projections, Sieve Estimation, Physician's Advice

21.

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 (662,760)

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22.

Evaluating Specification Tests in the Context of Value-Added Estimation

IZA Discussion Paper No. 7974
Number of pages: 46 Posted: 01 Mar 2014
Cassandra M. Guarino, Mark D. Reckase, Brian Stacy and Jeffrey M. Wooldridge
Michigan State University - College of Education, Michigan State University, U.S. Department of Agriculture (USDA) - Economic Research Service (ERS) and Michigan State University - Department of Economics
Downloads 56 (769,121)

Abstract:

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teacher labor markets, teacher quality, value-added

23.

Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects

Number of pages: 12 Posted: 29 Nov 2023
Tymon Słoczyński, S. Derya Uysal and Jeffrey M. Wooldridge
Brandeis University - Department of Economics, Ludwig Maximilian University of Munich (LMU) and Michigan State University - Department of Economics
Downloads 42 (873,298)

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average treatment effect, inverse probability weighting, covariate balancing, doubly robust

24.

Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect

IZA Discussion Paper No. 15241
Number of pages: 42 Posted: 19 May 2022 Last Revised: 29 May 2022
Tymon Słoczyński, S. Derya Uysal and Jeffrey M. Wooldridge
Brandeis University - Department of Economics, Ludwig Maximilian University of Munich (LMU) and Michigan State University - Department of Economics
Downloads 40 (890,568)
Citation 1

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one-sided noncompliance, local average treatment effects, instrumental variables, weighting

25.

Another Look at the Linear Probability Model and Nonlinear Index Models

Number of pages: 35 Posted: 19 Sep 2023
Kaicheng Chen, Robert S. Martin and Jeffrey M. Wooldridge
Michigan State University - Department of Economics, U.S. Bureau of Labor Statistics and Michigan State University - Department of Economics
Downloads 32 (966,621)

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Binary response, linear probability model, linear projection, probit model, uniform distribution

26.

Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment

IZA Discussion Paper No. 15727
Number of pages: 48 Posted: 19 Nov 2022
Tymon Słoczyński, S. Derya Uysal and Jeffrey M. Wooldridge
Brandeis University - Department of Economics, Ludwig Maximilian University of Munich (LMU) and Michigan State University - Department of Economics
Downloads 29 (998,317)

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double robustness, instrumental variables, local average treatment effects, one-sided noncompliance

27.

A Flexible, Heterogeneous Treatment Effects Difference-in-Differences Estimator for Repeated Cross-Sections

NBER Working Paper No. w33026
Number of pages: 42 Posted: 07 Oct 2024 Last Revised: 08 Oct 2024
Partha Deb, Edward C. Norton, Jeffrey M. Wooldridge and Jeffrey E. Zabel
CUNY Hunter College, University of Michigan at Ann Arbor, Michigan State University - Department of Economics and Tufts University - Department of Economics
Downloads 24 (1,055,097)
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28.

Inference in Approximately Sparse Correlated Random Effects Probit Models

Journal of Business and Economic Statistics, 38, 1-18
Posted: 18 Feb 2016 Last Revised: 13 Sep 2021
Jeffrey M. Wooldridge and Ying Zhu
Michigan State University - Department of Economics and University of California, San Diego (UCSD)

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Nonlinear panel data models, Correlated random effects probit, Partial effects, High-dimensional statistics and inference, l1-Regularized Quasi-Maximum Likelihood Estimation