Könyv A First Course in Multivariate Statistics Bernard Flury

A First Course in Multivariate Statistics

Szerző: Bernard Flury
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
32 200 Ft
A comprehensive and self-contained introduction to the field, carefully balancing mathematical theor...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2010
oldal
715
EAN
9781441931139
ISBN
1441931139
Enbook ID
01421799
Súly
1329
Méretek
155 x 235 x 37

Teljes leírás

A comprehensive and self-contained introduction to the field, carefully balancing mathematical theory and practical applications. It starts at an elementary level, developing concepts of multivariate distributions from first principles. After a chapter on the multivariate normal distribution reviewing the classical parametric theory, methods of estimation are explored using the plug-in principles as well as maximum likelihood. Two chapters on discrimination and classification, including logistic regression, form the core of the book, followed by methods of testing hypotheses developed from heuristic principles, likelihood ratio tests and permutation tests. Finally, the powerful self-consistency principle is used to introduce principal components as a method of approximation, rounded off by a chapter on finite mixture analysis.

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