George Judge

University of California, Berkeley - Department of Agricultural & Resource Economics

Professor of ARE and the Graduate School

207 Giannini Hall

University of California

Berkeley, CA 94720

United States

SCHOLARLY PAPERS

22

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SSRN CITATIONS
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19

CROSSREF CITATIONS

6

Scholarly Papers (22)

1.

Detecting Problems in Survey Data Using Benford's Law

Number of pages: 30 Posted: 23 Feb 2006 Last Revised: 04 Nov 2007
George Judge and Laura Schechter
University of California, Berkeley - Department of Agricultural & Resource Economics and University of Wisconsin at Madison - Agricultural and Applied Economics
Downloads 297 (115,952)
Citation 17

Abstract:

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Benford's law, first-digit phenomenon, relative frequencies, data errors, survey quality

2.

Estimating the Link Function in Multinomial Response Models Under Endogeneity

Number of pages: 21 Posted: 13 Nov 2003
University of California, Berkeley - Department of Agricultural & Resource Economics, Washington State University - Department of Agricultural and Resource Economics and University of Missouri at Columbia - Department of Economics
Downloads 101 (295,980)

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multinomial process, endogeneity, empirical likelihood procedures, semiparametric estimation and inference, quasi-likelihood estimation

3.

An Empirical Non-Parametric Likelihood Family of Data-Based Benford-Like Distributions

Number of pages: 22 Posted: 22 Aug 2006
Marian Grendar, George Judge and Laura Schechter
Bel University, University of California, Berkeley - Department of Agricultural & Resource Economics and University of Wisconsin at Madison - Agricultural and Applied Economics
Downloads 90 (318,680)
Citation 3

Abstract:

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Benford's law, first significant digit phenomenon, relative frequencies

4.

Adaptive Intelligent Behavior and Causal Entropy Maximization as a Basis for Microeconomic Information Recovery

Number of pages: 19 Posted: 08 Jul 2014
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 73 (360,859)

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Information theoretic methods, Adaptive behavior, Causal entropy maximization, Pure and stochastic inverse problems, Binary network, Dynamic economic systems.

5.

Combining Estimators to Improve Structural Model Estimation Under Quadratic Loss

Number of pages: 45 Posted: 09 Mar 2004
Ron Mittelhammer and George Judge
Washington State University - Department of Agricultural and Resource Economics and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 73 (360,859)
Citation 1

Abstract:

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Combined estimators, quadratic loss, ill-conditioned design, semiparametric estimation, data dependent shrinkage, instrumental variables

6.

Combining the Information From Econometrics Learning (EL) and Machine Learning (ML)

Number of pages: 21 Posted: 14 May 2019 Last Revised: 04 Jul 2019
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 71 (366,362)

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Econometrics Learning; Machine Learning; Information Recovery; Causal entropy maximization; Information Theoretic Methods; Kullback-Leibler Divergence Measure; Markov Dynamics.

7.

A Comment on Econometric Information Recovery and Inference from Indirect Noisy Economic Data

Number of pages: 18 Posted: 04 Aug 2012
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 67 (378,000)
Citation 1

Abstract:

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Information theoretic methods, State space models, First order Markov processes, Inverse problems, Dynamic economic systems

8.

A Semi-Parametric Basis for Combining Estimation Problems Under Quadratic Loss

Journal of the American Statistical Association, Forthcoming
Number of pages: 30 Posted: 09 Mar 2004
George Judge and Ron Mittelhammer
University of California, Berkeley - Department of Agricultural & Resource Economics and Washington State University - Department of Agricultural and Resource Economics
Downloads 63 (390,238)

Abstract:

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Stein-like shrinkage, quadratic loss, ill-conditioned design, semiparametric estimation and inference, data dependent shrinkage vector, asymptotic and finite sample risk

9.

Empty Set Problem of Maximum Empirical Likelihood Methods

Electronic Journal of Statistics, Vol. 3, pp. 1542-1555, 2009
Number of pages: 14 Posted: 19 Jan 2010
Marian Grendar and George Judge
Bel University and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 45 (454,211)

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empirical estimating equations, generalized minimum contrast, empirical likelihood, euclidean empirical likelihood, generalized empirical likelihood, affine empty set problem, empirical likelihood bootstrap, model selection

10.

Information Recovery in a Dynamic Statistical Markov Model

Number of pages: 17 Posted: 02 Dec 2012
Douglas J. Miller and George Judge
University of Missouri at Columbia - Department of Economics and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 44 (458,404)
Citation 2

Abstract:

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conditional moment equations, controlled stochastic process, first-order Markov process, Cressie-Read power divergence criterion, quadratic loss

11.

Implications of the Cressie-Read Family of Additive Divergences for Information Recovery

Number of pages: 24 Posted: 08 Oct 2012
George Judge and Ron Mittelhammer
University of California, Berkeley - Department of Agricultural & Resource Economics and Washington State University - Department of Agricultural and Resource Economics
Downloads 44 (458,404)
Citation 2

Abstract:

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Conditional moment equations, Cressie-Read divergence, Information theoretic methods, Minimum power divergence, Information functionals

12.

Estimation and Inference in the Case of Competing Sets of Estimating Equations

Number of pages: 40 Posted: 15 Nov 2003
George Judge and Ron Mittelhammer
University of California, Berkeley - Department of Agricultural & Resource Economics and Washington State University - Department of Agricultural and Resource Economics
Downloads 44 (458,404)
Citation 2

Abstract:

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Semiparametric estimation and inference, empirical likelihood, convex combination

13.

Spurious Seasonality Detection: A Non-Parametric Test Proposal

Econometrics 2018, 6, 3; DOI:10.3390/econometrics6010003
Number of pages: 15 Posted: 26 Jan 2018
Rovira i Virgili University - Department of Business, Universidad Nacional de La Plata and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 40 (475,396)

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daily seasonality, ordinal patterns, stock market, symbolic analysis

14.

Entropy Based China Income Distributions and Inequality Measures

Number of pages: 24 Posted: 11 Feb 2018
Sofia Berto Villas-Boas, Quizi Fu and George Judge
University of California, Berkeley - Agricultural & Resource Economics, University of California, Berkeley and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 33 (507,857)
Citation 1

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Income Probability Distribution Function, Micro Income Data, Information Theoretic Methods, Cressie-Read Divergence, Entropy Maximization, Pareto’s Law

Econometric Information Recovery in Behavioral Networks

Number of pages: 28 Posted: 13 Aug 2015
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 26 (561,886)

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Inverse Problem; Binary Network; Adaptive behavior, Causal entropy maximization; Information Theoretic Methods; Self Organized Behavior Systems

Econometric Information Recovery in Behavioral Networks

Number of pages: 26 Posted: 23 Aug 2016
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 7 (703,329)

Abstract:

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Random exponential networks; Binary and weighed networks; Inverse problem; Adjacency matrix; Cressie-Read family of divergence measures; Conditional moment conditions; Self organized Behavior Systems

16.

Entropy Based European Income Distributions and Inequality Measures

Number of pages: 34 Posted: 11 Feb 2018
Sofia Berto Villas-Boas, Quizi Fu and George Judge
University of California, Berkeley - Agricultural & Resource Economics, University of California, Berkeley and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 26 (546,006)
Citation 1

Abstract:

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17.

Two Econometric Paths for Information Recovery in Economic Behavioral Systems

Number of pages: 28 Posted: 10 Mar 2015
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 23 (564,737)

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18.

Recovering Quantitative Information Related to Adaptive Economic Behavior and Choice

Number of pages: 24 Posted: 17 Dec 2013
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 16 (610,593)

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Information theoretic methods, Causal adaptive behavior, Entropy maximization, Markov and network processes, Dynamic economic systems.

19.

Permutation Entropy and Information Recovery in Nonlinear Dynamic Economic Time Series

Econometrics 2019, 7(1), 10; DOI:10.3390/econometrics7010010
Number of pages: 16 Posted: 23 Jul 2019
Miguel Henry and George Judge
Greylock McKinnon Associates and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 6 (682,265)

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Cressie-Read divergence; information theoretic methods; complexity; nonparametric econometrics; permutation entropy; nonlinear time series; symbolic logic

20.

Micro-Macro Connected Stochastic Dynamic Economic Behavior Systems

Number of pages: 32 Posted: 08 Dec 2018
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 6 (682,265)

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Adaptive behavior; Causal entropy maximization; Information Theoretic Methods; Minimum Power Divergence; Statistical Equilibrium; Markov Dynamics

21.

Is Benford's Law a Universal Behavioral Theory?

Econometrics 2015, 3, 698-708; DOI 10.3390/econometrics3040698
Number of pages: 11 Posted: 01 Oct 2017
Sofia Berto Villas-Boas, Quizi Fu and George Judge
University of California, Berkeley - Agricultural & Resource Economics, University of California, Berkeley and University of California, Berkeley - Department of Agricultural & Resource Economics
Downloads 6 (682,265)

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22.

Some Comments on the Current State of Econometrics

Annual Review of Resource Economics, Vol. 8, Issue 1, pp. 1-6, 2016
Posted: 11 Oct 2016
George Judge
University of California, Berkeley - Department of Agricultural & Resource Economics

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