Resampling Methods

A Practical Guide to Data Analysis

Philip I. Good (Autor)

Buch | Hardcover

332 Seiten

1999
Birkhauser Boston Inc (Verlag)
978-0-8176-4091-0 (ISBN)

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The aim of this volume is to introduce statistical methodology-estimation, hypothesis, testing and classification to a wide audience through resampling from existing data via the bootstrap, and estimation or cross-validation methods.

Descriptive statistics; cause and effect; testing a hypothesis; when the distribution is known; estimation; power of a test; categorical data; design of experiments; multiple variables; classification and discrimination; survival analysis and reliability; which technique should I use?. Appendices: program your own resampling methods; C++, SC and Stata Code for permutation test; SAS and Stata Code for the Bootstrap; software sources.

Zusatzinfo	38 b&w illustrations, bibliography, index
Verlagsort	Secaucus
Sprache	englisch
Maße	155 x 235 mm
Einbandart	gebunden
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-10	0-8176-4091-6 / 0817640916
ISBN-13	978-0-8176-4091-0 / 9780817640910
Zustand	Neuware