Nonparametric Methods in Statistics with SAS Applications (Hardcover)

Lingua: inglese

Editore: Taylor & Francis Ltd, London, 2017

1138469459 / 9781138469457

Serie: Libro 27 di 126 - Chapman & Hall/CRC Texts in Statistical Science

Da: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

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Venditore AbeBooks dal 22 giugno 2007

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Hardcover. Designed for a graduate course in applied statistics, Nonparametric Methods in Statistics with SAS Applications teaches students how to apply nonparametric techniques to statistical data. It starts with the tests of hypotheses and moves on to regression modeling, time-to-event analysis, density estimation, and resampling methods. The text begins with classical nonparametric hypotheses testing, including the sign, Wilcoxon sign-rank and rank-sum, Ansari-Bradley, Kolmogorov-Smirnov, Friedman rank, Kruskal-Wallis H, Spearman rank correlation coefficient, and Fisher exact tests. It then discusses smoothing techniques (loess and thin-plate splines) for classical nonparametric regression as well as binary logistic and Poisson models. The author also describes time-to-event nonparametric estimation methods, such as the Kaplan-Meier survival curve and Cox proportional hazards model, and presents histogram and kernel density estimation methods. The book concludes with the basics of jackknife and bootstrap interval estimation. Drawing on data sets from the authors many consulting projects, this classroom-tested book includes various examples from psychology, education, clinical trials, and other areas. It also presents a set of exercises at the end of each chapter. All examples and exercises require the use of SAS 9.3 software. Complete SAS codes for all examples are given in the text. Large data sets for the exercises are available on the authors website. This book teaches students how to apply nonparametric techniques to statistical data from hypotheses to regression modeling, time-to-event analysis, density estimation, and resampling methods. SAS codes for all examples are given in the text. Data sets for the exercises are available. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

Codice articolo 9781138469457

Titolo
Nonparametric Methods in Statistics with SAS Applications (Hardcover)
Autore
Olga Korosteleva
Editore
Taylor & Francis Ltd, London
Anno di pubblicazione
2017
Condizione
new
Rilegatura
Hardcover
Lingua
inglese
ISBN 10
1138469459
ISBN 13
9781138469457
Serie
Libro 27 di 126: Chapman & Hall/CRC Texts in Statistical Science

AussieBookSeller

Truganina, VIC, Australia

Venditore con 5 stelle

Venditore AbeBooks dal 22 giugno 2007

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

ArticoloDa 25 a 45 giorni lavorativiDa 8 a 14 giorni lavorativi
Primo articoloEUR 32,53EUR 38,69
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