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George Karabatsos

University of Illinois at Chicago

Professor

1040 W Harrison St

Chicago, IL 60607

United States

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

  • University of Illinois at Chicago

SCHOLARLY PAPERS

7

DOWNLOADS

326

TOTAL CITATIONS

0

Scholarly Papers (7)

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1.

Approximate Bayesian Computation Using Asymptotically Normal Point Estimates

Karabatsos, G. (2022). Approximate Bayesian computation using asymptotically normal point estimates. Computational Statistics, 1-38. doi: 10.1007/s00180-022-01226-3 Full article link: https://link.springer.com/article/10.1007/s00180-022-01226-3
Number of pages: 37 Posted: 19 Jul 2021 Last Revised: 30 May 2022
George Karabatsos
University of Illinois at Chicago
Downloads 178

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Bayesian analysis; Intractable likelihood; Likelihood-free methods; Point Estimation; Asymptotic Normality; Bootstrap

2.

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 91

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

3.

Subsampling Halfspace Depth

Number of pages: 23 Posted: 10 Jun 2022
George Karabatsos
University of Illinois at Chicago
Downloads 57

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4.

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

Karabatsos, G. (2021). Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm. Journal of Computational and Graphical Statistics, 30, 236-247.
Posted: 20 Jun 2019 Last Revised: 20 Jul 2021
George Karabatsos
University of Illinois at Chicago

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

5.

On Bayesian Testing of Additive Conjoint Measurement Axioms Using Synthetic Likelihood

Karabatsos, G. (2018). On Bayesian testing of additive conjoint measurement axioms using synthetic likelihood. Psychometrika, 83, 321-332.
Posted: 07 Feb 2018 Last Revised: 20 Jul 2021
George Karabatsos
University of Illinois at Chicago

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Axiom Testing, Conjoint Measurement, Approximate Bayesian Computation

6.

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

Arenson, E., and Karabatsos, G. (2018). A Bayesian beta-mixture model for nonparametric IRT (BBM-IRT). Journal of Modern Applied Statistical Methods, 1.
Posted: 23 Jan 2018 Last Revised: 20 Jul 2021
Ethan Arenson and George Karabatsos
University of Illinois at Chicago and University of Illinois at Chicago

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Item Response Theory, Bayesian nonparametric, Markov chain Monte Carlo

7.

A Bayesian Nonparametric Test of Significance-Chasing Biases

Karabatsos, G. (2018). A Bayesian nonparametric test of significance-chasing biases. Research Synthesis Methods, 9, 51-61.
Posted: 18 Aug 2017 Last Revised: 20 Jul 2021
George Karabatsos
University of Illinois at Chicago

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