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Asymptotic Matrix Methods - Olga Dunajeva

Name: Asymptotic Matrix Methods - Olga Dunajeva
Brand: OmniScriptum GmbH & Co. KG
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The exact distributions of multivariate statistics used for the inference in multivariate analysis are usually not known or quite difficult to handle. The topic of this book belongs to the area of approximation of unknown distributions through classical distributions and to the related estimation problems. The methods used here are based on concepts of matrix algebra like the Kronecker product, the vec-operator and the matrix derivative. The multivariate normal distribution and the class of elliptical distributions are examined. The asymptotic variance of the sample correlation coefficient is calculated using approximate linearization. Some applications of the asymptotic distribution of the sample correlation coefficient are considered for populations with different distributions. The main term of the bias of the shape parameter of the asymmetric normal distribution and the Läuter's F-statistic was found using the Taylor expansion. Simulation experiments are described and the results of the simulation study are presented beside derivation of theoretical results.

EAN: 9783846599822

Producent

OmniScriptum GmbH & Co. KG

Kod produktu

741EZR03527KS

Autorzy

Olga Dunajeva

Rok wydania

2011

Elementy

104

Oprawa

Oprawa Skórzana