Methodology in Robust and Nonparametric Statistics

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24510%2F12%3A%230000718" target="_blank" >RIV/46747885:24510/12:#0000718 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216208:11320/13:10125390

Výsledek na webu

<a href="http://www.crcpress.com/product/isbn/9781439840689" target="_blank" >http://www.crcpress.com/product/isbn/9781439840689</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1201/b12681-1" target="_blank" >10.1201/b12681-1</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Methodology in Robust and Nonparametric Statistics

Popis výsledku v původním jazyce

Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures. This book presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets, keeps mathematical abstractions at bay while remaining largely theoretical, provides a pool of basic mathematical tools used throughout the book in derivations of main results. The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the texthighlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text.

Název v anglickém jazyce

Methodology in Robust and Nonparametric Statistics

Popis výsledku anglicky

Methodology in Robust and Nonparametric Statistics provides a profound mathematically rigorous explanation of the methodology of robust and nonparametric statistical procedures. This book presents multivariate robust and nonparametric estimation with special emphasis on affine-equivariant procedures, followed by hypotheses testing and confidence sets, keeps mathematical abstractions at bay while remaining largely theoretical, provides a pool of basic mathematical tools used throughout the book in derivations of main results. The methodology presented, with due emphasis on asymptotics and interrelations, will pave the way for further developments on robust statistical procedures in more complex models. Using examples to illustrate the methods, the texthighlights applications in the fields of biomedical science, bioinformatics, finance, and engineering. In addition, the authors provide exercises in the text.

Druh

B - Odborná kniha

CEP obor

BA - Obecná matematika

OECD FORD obor

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Projekt

<a href="/cs/project/GAP209%2F10%2F2045" target="_blank" >GAP209/10/2045: Modely extrémních hodnot založené na homogenním a nehomogenním Poissonově procesu ve studiu změny klimatu</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

ISBN

9781439840689

Počet stran knihy

410

Název nakladatele

CRC Press

Místo vydání

Boca Raton

Kód UT WoS knihy

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