Nonparametric statistics with applications to science and engineering / Paul H. Kvam, Brani Vidakovic.
| データ種別 | 電子ブック |
|---|---|
| 出版者 | Hoboken, N.J. : Wiley-Interscience |
| 出版年 | 2007. |
| 大きさ | 1 online resource (xiv, 420 pages) : illustrations |
書誌詳細を非表示
| 内容注記 | Introduction -- Probability basics -- Statistics basics -- Bayesian statistics -- Order statistics -- Goodness of fit -- Rank tests -- Designed experiments -- Categorical data -- Estimating distribution functions -- Density estimation -- Beyond linear regression -- Curve fitting techniques -- Wavelets -- Bootstrap -- Em algorithm -- Statistical learning -- Nonparametric bayes. |
|---|---|
| 一般注記 | Wiley series in probability and statistics Includes bibliographical references and indexes. This book presents modern nonparametric statistics from a practical point of view. It is primarily intended for use with engineers and scientists. While the book covers the necessary theorems and methods of rank tests in an applied fashion, the novelty lies in its emphasis on modern nonparametric methods in regression and curve fitting, bootstrap confidence intervals, splines, wavelets, empirical and nonparametric likelihood, and goodness of fit testing. MATLAB is the computing and programming system of choice throughout the book because of its special applicability for research analysis and s. |
| 著者標目 | *Kvam, Paul H.,, 1962- Vidakovic, Brani,, 1955- Wiley InterScience (Online service) |
| 件 名 | LCSH:Nonparametric statistics. LCSH:Science -- Statistical methods. 全ての件名で検索 LCSH:Engineering -- Statistical methods. 全ての件名で検索 FREE:MATHEMATICS -- Probability & Statistics -- General. -- bisacsh 全ての件名で検索 FREE:Engineering -- Statistical methods. -- fast -- (OCoLC)fst00910415 全ての件名で検索 FREE:Nonparametric statistics. -- fast -- (OCoLC)fst01038853 全ての件名で検索 FREE:Science -- Statistical methods. -- fast -- (OCoLC)fst01108384 全ての件名で検索 FREE:Electronic books. FREE:Electronic books. |
| 分 類 | LCC:QA278.8 DC:519.5 |
| 巻冊次 | ISBN:9780470168707  ISBN:0470168706 ISBN:9780470168691 ISBN:0470168692 XISBN:9780470081471 XISBN:0470081473
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| ISBN | 9780470168707 |
| URL | http://onlinelibrary.wiley.com/book/10.1002/9780470168707 |
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