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Foundations of
Artificial Intelligence

Statistical
Analysis and Modelling

Game and Decision
Theory

Linguistic
Engineering

 

Department of
Artificial Intelligence

Department of
Theoretical
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STATISTICAL ANALYSIS AND MODELLING

Group Members
Jan Mielniczuk, Ph.D., Professor, Head of the Group
Jan Ćwik, Ph.D.
Łukasz Dębowski, Ph.D.
Michał Dramiński, Ph.D.
Jacek Koronacki, Ph.D., Professor
Paweł Teisseyre, M.Sc.
Włodzimierz Wysocki, Ph.D.

Foreign Associates

Jerzy Grzymała-Busse, Ph.D.
Department of Electrical Engineering and Computer Science, University of Kansas
Stanisław Matwin, Ph.D., Associate Professor
School of Information Technology, University of Ottawa


Research Areas:
statistical inference for time series
information theory
nonparametric probability density and regression function estimation for dependent data
a new methodology for data analysis, based on grade transformations and concentration measures.
data mining (finding structure in multivariate data)

Projects:
GradeStat: A computer system for grade data analysis (for its snapshot see below) which, as for now, includes methods for diversity and dependence analysis, cluster and discriminant analysis, correspondence analysis, populations comparisons, mixture decomposition, outlier detection, variable selection, missing data analysis.



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