Nonparametric Tests for Multivariate Two Sample Data

Name: Nonparametric Tests for Multivariate Two Sample Data
Brand: VDM Verlag Dr. Müller
SKU: 9783639118407
Price: 17206 HUF
Availability: InStock

Using Projection Pursuit

Szerző: Unawatuna Gunathilaka

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag Dr. Müller

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

17 206 Ft

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

Információk a könyvről

Szerző

Unawatuna Gunathilaka

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2009

oldal

EAN

9783639118407

Enbook ID

06820671

Kiadó

VDM Verlag Dr. Müller

Méretek

150 x 220 x 5

Teljes leírás

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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Leggyakrabban keresett

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Termékek

Termékek

Nonparametric Tests for Multivariate Two Sample Data

Using Projection Pursuit

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták