Nonparametric Tests for Multivariate Two Sample Data

Name: Nonparametric Tests for Multivariate Two Sample Data
Brand: VDM Verlag Dr. Müller
SKU: 9783639118407
Price: 254.69 RON
Availability: InStock

Using Projection Pursuit

Autor: Unawatuna Gunathilaka

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Legare: Carte broșată

Editura: VDM Verlag Dr. Müller

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254.69 lei

Construction of an asymptotically distribution free test for the hypothesis that two multivariate ra...

Informații despre carte

Autor

Unawatuna Gunathilaka

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

EAN

9783639118407

Enbook ID

06820671

Editura

VDM Verlag Dr. Müller

Dimensiuni

150 x 220 x 5

Descriere completă

Construction of an asymptotically distribution free test for the hypothesis that two multivariate random samples are identically distributed has been a topic among many statisticians for a long time. Although this problem has been solved for random samples of multivariate normal data within the parametric setting, there are not many studies in the literature for treating this problem with random samples from arbitrary unknown distributions. This book sheds a new light on this topic proposing few innovative nonparametric procedures which can be applied for any two random samples from unknown distributions. In our first approach we propose to establish a multiple direction rank statistic developed based on the projected data towards some arbitrary directions. Next we develop the test statistic in terms of this multiple direction rank statistic, which can be used to test whether the two samples have the same underlying distribution or not. Secondly, alternative approaches to a slightly different problem are explored. These alternative approaches are developed on the basis of paired comparisions.

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Nonparametric Tests for Multivariate Two Sample Data

Using Projection Pursuit

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Descriere completă

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