Modern Applied Statistics with S-PLUS: 2nd edition (Statistics and Computing) - Hardcover

Venables, William N.; Ripley, Brian D.

 
9780387982144: Modern Applied Statistics with S-PLUS: 2nd edition (Statistics and Computing)
Hardcover
ISBN 10: 0387982140 ISBN 13: 9780387982144
Verlag: Springer, 1998

Inhaltsangabe

A guide to using the power of S-PLUS to perform statistical analyses, providing both an introduction to the program and a course in modern statistical methods. Readers are assumed to have a basic grounding in statistics, thus the book is intended for would-be users, as well as students and researchers using statistics. Throughout, the emphasis is on presenting practical problems and full analyses of real data sets, with many of the methods discussed being modern approaches to topics such as linear and non-linear regression models, robust and smooth regression methods, survival analysis, multivariate analysis, tree-based methods, time series, spatial statistics, and classification. This second edition is intended for users of S-PLUS 3.3, or later, and covers both Windows and UNIX. It treats the recent developments in graphics and new statistical functionality, including bootstraping, mixed effects linear and non-linear models, factor analysis, and regression with autocorrelated errors. The authors have written several software libraries which enhance S-PLUS, and these, plus all the datasets used, are available on the Internet.

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Über die Autorin bzw. den Autor

Dr. VEANBLES is Head of Department and Senior Lecturer at the Department of Statistics, University of Adelaide, and has given many short courses on S-PLUS in Australia, Europe and the USA. Professor RIPLEY holds the Chair of Applied Statistics at the University of Oxford, and is the author of four other books on spatial statistics, simulation, pattern recognition and neural networks.

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Verlag
Springer
Erscheinungsdatum
1998
Sprache
Englisch
ISBN 10 
0387982140
ISBN 13 
9780387982144
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
549
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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