Nonparametric Statistics with Applications to Science and Engineering with R

Lingua: inglese

Editore: John Wiley & Sons Okt 2022, 2022

1119268133 / 9781119268130

Serie: Libro 337 di 358 - Wiley Series in Probability and Statistics

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

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Descrizione dell’articolo da parte del venditore

Neuware - NONPARAMETRIC STATISTICS WITH APPLICATIONS TO SCIENCE AND ENGINEERING WITH RIntroduction to the methods and techniques of traditional and modern nonparametric statistics, incorporating R codeNonparametric Statistics with Applications to Science and Engineering with R presents modern nonparametric statistics from a practical point of view, with the newly revised edition including custom R functions implementing nonparametric methods to explain how to compute them and make them more comprehensible.Relevant built-in functions and packages on CRAN are also provided with a sample code. R codes in the new edition not only enable readers to perform nonparametric analysis easily, but also to visualize and explore data using R's powerful graphic systems, such as ggplot2 package and R base graphic system.The new edition includes useful tables at the end of each chapter that help the reader find data sets, files, functions, and packages that are used and relevant to the respective chapter. New examples and exercises that enable readers to gain a deeper insight into nonparametric statistics and increase their comprehension are also included.Some of the sample topics discussed in Nonparametric Statistics with Applications to Science and Engineering with R include:\* Basics of probability, statistics, Bayesian statistics, order statistics, Kolmogorov-Smirnov test statistics, rank tests, and designed experiments\* Categorical data, estimating distribution functions, density estimation, least squares regression, curve fitting techniques, wavelets, and bootstrap sampling\* EM algorithms, statistical learning, nonparametric Bayes, WinBUGS, properties of ranks, and Spearman coefficient of rank correlation\* Chi-square and goodness-of-fit, contingency tables, Fisher exact test, MC Nemar test, Cochran's test, Mantel-Haenszel test, and Empirical LikelihoodNonparametric Statistics with Applications to Science and Engineering with R is a highly valuable resource for graduate students in engineering and the physical and mathematical sciences, as well as researchers who need a more comprehensive, but succinct understanding of modern nonparametric statistical methods.…

Codice articolo 9781119268130

Titolo
Nonparametric Statistics with Applications to Science and Engineering with R
Autore
Paul Kvam
Editore
John Wiley & Sons Okt 2022
Anno di pubblicazione
2022
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
1119268133
ISBN 13
9781119268130
Edizione
seconda edizione
Peso dell'articolo
794 grammi
Dimensioni
235x157x28 mm
Serie
Libro 337 di 358: Wiley Series in Probability and Statistics

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 7 a 10 giorni lavorativiDa 5 a 7 giorni lavorativi
Primo articoloEUR 35,00EUR 45,00
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