Statistical Data Analysis and Entropy

AvNobuoki Eshima

Häftad, Engelska, 2021

Del i serien Behaviormetrics: Quantitative Approaches to Human Behavior

1 593 kr

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Beskrivning

This book reconsiders statistical methods from the point of view of entropy, and introduces entropy-based approaches for data analysis. In multivariate statistical analysis, canonical correlation analysis, T2-statistic, and discriminant analysis are discussed in terms of entropy.

Produktinformation

Utgivningsdatum:2021-01-22
Mått:155 x 235 x 15 mm
Vikt:417 g
Format:Häftad
Språk:Engelska
Serie:Behaviormetrics: Quantitative Approaches to Human Behavior
Antal sidor:257
Förlag:Springer Verlag, Singapore
ISBN:9789811525544

Utforska kategorier

Nationalekonomi inom Ekonomi och Ledarskap
Matematisk statistik inom Naturvetenskap och teknik
Sociologi inom Samhälle och politik

Mer om författaren

Nobuoki Eshima was born in Fukuoka, Japan in 1957. He was received B. Sc. and D. Sc. degrees in Mathematics from Kyushu University, Fukuoka, Japan in 1980 and 1993, respectively. In 1993, he joined Department of Statistics, Faculty of General Education, Nagasaki University as Associate Professor. In 1996, he joined Department of Medical Information Analysis, Faculty of Medicine, Oita Medical University as Professor. Since 2003 he is working as a Professor in Faculty of Medicine, Oita University, where the name of affiliation has changed because of combining with another university. From 2016, he is a professor of Center for Educational Outreach and Admissions, Kyoto University. He is an elected member of International Statistical Institute (ISI) and a reviewer for Mathematical Reviews of the American Mathematical Society (AMS).

Innehållsförteckning

Entropy and basic statistics.- Analysis of the association in two-way contingency tables.- Analysis of the association in multiway contingency tables.- Analysis of continuous variables