George Karabatsos

University of Illinois at Chicago

Professor

1040 W Harrison St

Chicago, IL 60607

United States

http://georgek.people.uic.edu/

SCHOLARLY PAPERS

5

DOWNLOADS

95

CITATIONS

1

Scholarly Papers (5)

1.

A Bayesian Beta-Mixture Model for Nonparametric IRT (BBM-IRT)

Journal of Modern Applied Statistical Methods, Forthcoming
Number of pages: 16 Posted: 23 Jan 2018
Ethan Arenson and George Karabatsos
University of Illinois at Chicago and University of Illinois at Chicago
Downloads 40 (422,111)

Abstract:

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Item Response Theory, Bayesian nonparametric, Markov chain Monte Carlo

2.

A Bayesian Nonparametric Test of Significance-Chasing Biases

Number of pages: 19 Posted: 18 Aug 2017 Last Revised: 22 Sep 2017
George Karabatsos
University of Illinois at Chicago
Downloads 17 (536,611)

Abstract:

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Bayesian Nonparametrics, Meta-Research, Significance Chasing Bias, P-hacking, Publication Bias, Bernstein Polynomials

3.

Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm

Number of pages: 34 Posted: 20 Jun 2019 Last Revised: 30 Jun 2019
George Karabatsos
University of Illinois at Chicago
Downloads 13 (566,533)

Abstract:

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bayesian nonparametrics, completely random measures, normalized random measures, clustering, density estimation

4.

A Bayes Factor for Bounding the Treatment Effect to Address Hidden Bias in Linear Regression

Number of pages: 17 Posted: 01 Mar 2018 Last Revised: 17 Jul 2019
George Karabatsos
University of Illinois at Chicago
Downloads 13 (560,236)

Abstract:

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Causal Inference; Sensitivity Analysis; Hidden Bias; Bayesian Analysis.

5.

On Bayesian Testing of Additive Conjoint Measurement Axioms Using Synthetic Likelihood

Psychometrika (2017)
Number of pages: 21 Posted: 07 Feb 2018
George Karabatsos
University of Illinois at Chicago
Downloads 12 (566,533)

Abstract:

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Axiom Testing, Conjoint Measurement, Approximate Bayesian Computation