Methodology in Robust and Nonparametric Statistics
The result's identifiers
Result code in 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>
Alternative codes found
RIV/00216208:11320/13:10125390
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
Methodology in Robust and Nonparametric Statistics
Original language description
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.
Czech name
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Czech description
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Classification
Type
B - Specialist book
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP209%2F10%2F2045" target="_blank" >GAP209/10/2045: Homogeneous and non-homogeneous Poisson process models for extremes in climate change studies</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
ISBN
9781439840689
Number of pages
410
Publisher name
CRC Press
Place of publication
Boca Raton
UT code for WoS book
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