An Introduction to Nonparametric Statistics (Chapman & Hall/CRC Texts in Statistical Science) - Tapa dura

Kolassa, John E.

 
9780367194840: An Introduction to Nonparametric Statistics (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 0367194848 ISBN 13: 9780367194840
Editorial: Chapman & Hall, 2020

Sinopsis

An Introduction to Nonparametric Statistics presents techniques for statistical analysis in the absence of strong assumptions about the distributions generating the data. Rank-based and resampling techniques are heavily represented, but robust techniques are considered as well. These techniques include one-sample testing and estimation, multi-sample testing and estimation, and regression.

Attention is paid to the intellectual development of the field, with a thorough review of bibliographical references. Computational tools, in R and SAS, are developed and illustrated via examples. Exercises designed to reinforce examples are included.

Features

  • Rank-based techniques including sign, Kruskal-Wallis, Friedman, Mann-Whitney and Wilcoxon tests are presented

  • Tests are inverted to produce estimates and confidence intervals

  • Multivariate tests are explored

  • Techniques reflecting the dependence of a response variable on explanatory variables are presented

  • Density estimation is explored

  • The bootstrap and jackknife are discussed

This text is intended for a graduate student in applied statistics. The course is best taken after an introductory course in statistical methodology, elementary probability, and regression. Mathematical prerequisites include calculus through multivariate differentiation and integration, and, ideally, a course in matrix algebra.

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Acerca del autor

John Kolassa is Professor of Statistics and Biostatistics, Rutgers, the State University of New Jersey.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman & Hall
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367194848
ISBN 13 
9780367194840
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
224
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9780367564384: An Introduction to Nonparametric Statistics (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  0367564386 ISBN 13:  9780367564384
Editorial: Chapman and Hall/CRC, 2022
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