georgek.people.uic.edu

George Karabatsos

Department of Educational Psychology. Program in Measurement and Statistics. 1040 W. Harrison St. (MC 147). Chicago, IL 60607. My current research interests include Bayesian nonparametric and parametric mixture models for regression analysis, density estimation, causal analysis, meta-analysis, statistical decision-theory, model selection, order-restricted statistical inference, test score equating, item-response modeling, and cluster analysis. NSF research grant SES-1156372, from the program in.

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George Karabatsos | georgek.people.uic.edu Reviews

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Department of Educational Psychology. Program in Measurement and Statistics. 1040 W. Harrison St. (MC 147). Chicago, IL 60607. My current research interests include Bayesian nonparametric and parametric mixture models for regression analysis, density estimation, causal analysis, meta-analysis, statistical decision-theory, model selection, order-restricted statistical inference, test score equating, item-response modeling, and cluster analysis. NSF research grant SES-1156372, from the program in.

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1 george karabatsos

2 professor

3 college of education

4 university of illinois chicago

5 e mail georgek@uic edu

6 publications

7 invited presentations

8 contributed presentations

9 grants

10 nsf grant page

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george karabatsos,professor,college of education,university of illinois chicago,e mail georgek@uic edu,publications,invited presentations,contributed presentations,grants,nsf grant page,software,bayesian ridge regression,course links

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George Karabatsos | georgek.people.uic.edu Reviews

https://georgek.people.uic.edu

Department of Educational Psychology. Program in Measurement and Statistics. 1040 W. Harrison St. (MC 147). Chicago, IL 60607. My current research interests include Bayesian nonparametric and parametric mixture models for regression analysis, density estimation, causal analysis, meta-analysis, statistical decision-theory, model selection, order-restricted statistical inference, test score equating, item-response modeling, and cluster analysis. NSF research grant SES-1156372, from the program in.

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georgek.people.uic.edu

1

Theory of Statistics

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

EPSY 510 - Theory of Statistics. George Karabatsos (home page). Mondays, 5:00PM - 8:00PM. As evidenced in many of the available graduate courses in applied statistics, statistical models have been applied successfully in many different fields, such as education, psychology, psychometrics, medicine, economics, and so forth. With the many statistical methods that are available, a natural question to ask is:. How do all these different statistical models (and methods) tie together as a whole? 4) helps the p...

2

Conference Presentations

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

Karabatsos, G., and Walker, S.G. (2013). Adaptive-Modal Density Regression for Causal Inference. Presentation for the invited session on Nonparametric Bayesian Predictive Models for Causal Inference. Joint Statistical Meetings, Montréal, August 3-8. Karabatsos, G., and Walker, S.G. (2012). Adaptive-modal Bayesian nonparametric regression. Karabatsos, G., and S.G. Walker (2012). Bayesian unimodal density regression. Karabatsos, G., and S.G. Walker (2011). Bayesian unimodal density regression. Gibbons, R&#...

3

Grants

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

RESEARCH GRANTS (as Principal Investigator or Co-Principal Investigator). Advances and Applications in Bayesian Density Regression. George Karabatsos(PI), Stephen G. Walker, Victoria Chou, Elizabeth Talbott, Alfred Tatum (Co-PIs). National Science Foundation, Program in Methodology, Measurement, and Statistics. June 15, 2012 to June 14, 2014. University of Illinois-Chicago, and the University of Kent, United Kingdom. Maria Varelas, Danny Martin, Justine Kane, George Karabatsos.

4

IRT Course

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

EPSY 506 - Item Response Theory / Rasch Measurement. George Karabatsos (home page). For credit, students are expected to apply IRT/Rasch models on real data, in a take-home exam, in a final paper, and through a class presentation of the paper. At least two graduate statistics courses, or equivalents, or consent (e-mail me at georgek@uic.edu ) . Embretson, S.E., and Riese, S.P. (2000) Item Response Theory for Psychologists. Lawrence Erlbaum Associates, Mahwah, NJ. What is an IRT model? Graded response mod...

5

Bayesian Regression Software

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

Web Page for Software:. Bayesian Regression: Nonparametric and Parametric Models. Version; older non-beta versions available below). Free stand-alone, menu-driven software for Bayesian regression analysis. Supported by NSF Research Grant SES-1156372. Karabatsos, G. (2015). A menu-driven software package for Bayesian regression analysis. ISBA Bulletin, 22(4),. Karabatsos, G. (2016, in press). A Menu-Driven Software Package of Bayesian. AERA Prof. Development Course. K-means clustering analysis of the data...

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georgek.people.uic.edu

George Karabatsos

Department of Educational Psychology. Program in Measurement and Statistics. 1040 W. Harrison St. (MC 147). Chicago, IL 60607. My current research interests include Bayesian nonparametric and parametric mixture models for regression analysis, density estimation, causal analysis, meta-analysis, statistical decision-theory, model selection, order-restricted statistical inference, test score equating, item-response modeling, and cluster analysis. NSF research grant SES-1156372, from the program in.

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