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Nonparametric statistics with applications to science and engineering / Paul H. Kvam, Brani Vidakovic

By: Kvam, Paul H 1962-
Contributor(s): Vidakovic, Brani 1955-
Material type: TextTextSeries: Wiley series in probability and statisticsPublisher: Hoboken, N.J Wiley-Interscience cop. 2007Description: xiv, 420 s. ill., diagr., tab. 25 cmISBN: 9780470081471 (inb)Subject(s): Nonparametric statistics | Science -- Statistical methods | Engineering -- Statistical methods | Statistics | Statistics | Statistisk metodDDC classification: 519.5 Other classification: Thi | 62P30 | 62H17 | 62-01 | 62G | 519.5 | 62 Online resources: Table of contents only | Contributor biographical information | Publisher description
Contents:
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
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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

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