Nonparametric statistics with applications to science and engineering / Paul H. Kvam, Brani Vidakovic
| Publisher | Hoboken, N.J : Wiley-Interscience |
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| Year | ©2007 |
| Authors | *Kvam, Paul H. 1962- Vidakovic, Brani 1955- |
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| Links to the text | Location | Volume | Call No. | Barcode No. | Status | Comments | ISBN | Printed | Restriction | Reserve |
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| Links to the text | Library Off-campus access |
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OB00188241 | Wiley Online Library (電子ブック) | 9780470168707 |
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| Material Type | E-Book |
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| Media type | 機械可読データファイル |
| Size | 1 online resource (xiv, 420 pages) : illustrations |
| Notes | Includes bibliographical references and indexes 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 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 Print version record John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9780470168707 |
| Subjects | LCSH:Nonparametric statistics LCSH:Science -- Statistical methods All Subject Search LCSH:Engineering -- Statistical methods All Subject Search MESH:Statistics, Nonparametric CSHF:Statistique non paramétrique CSHF:Sciences -- Méthodes statistiques All Subject Search CSHF:Ingénierie -- Méthodes statistiques All Subject Search FREE:MATHEMATICS -- Probability & Statistics -- General All Subject Search FREE:Engineering -- Statistical methods All Subject Search FREE:Nonparametric statistics FREE:Science -- Statistical methods All Subject Search FREE:Electronic books |
| Classification | LCC:QA278.8 DC22:519.5 |
| ID | 8000087489 |
| ISBN | 9780470168707 |
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