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Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) - P.J. Green, Bernard. W. Silverman
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[SR: 2318653], Hardcover, [EAN: 9780412300400], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, In recent years, there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method and shows how this technique provides a unifying approach to a wide range of smoothing problems. The method allows parametric assumptions to be realized in regression problems, in those approached by generalized linear modelling, and in many other contexts.The emphasis throughout is methodological rather than theoretical, and it concentrates on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is self-contained and depends mainly on simple linear algebra and calculus.This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and other encountering the material for the first time., 13983, Probability & Statistics, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491548, Statistics, 468218, Mathematics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Nonparametric Regression and Generalized Linear Models - Green, P. J. / Silverman, Bernard W. / Silverman, B. W.
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In recent years, there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method and shows how this technique provides a unifying approach to a wide range of smoothing problems. The method allows parametric assumptions to be realized in regression problems, in those approached by generalized linear modelling, and in many other contexts. The emphasis throughout is methodological rather than theoretical, and it concentrates on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is self-contained and depends mainly on simple linear algebra and calculus. This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and other encountering the material for the first time. Nonparametric Regression and Generalized Linear Models Green, P. J. / Silverman, Bernard W. / Silverman, B. W., CRC Press

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Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) - P.J. Green, Bernard. W. Silverman
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P.J. Green, Bernard. W. Silverman:
Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) - gebunden oder broschiert

ISBN: 0412300400

[SR: 1852401], Hardcover, [EAN: 9780412300400], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, 278329, Applied Mathematics, 922530, Mathematical Modelling, 278335, Mathematics for Scientists & Engineers, 278419, Physics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922530, Modelling, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 496724, Press & Journalism, 496718, Media & Communication Industries, 275700, Communication Studies, 276411, Social Sciences, 60, Society, Politics & Philosophy, 1025612, Subjects, 266239, Books

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Nonparametric Regression And Generalized Linear Models - P.J. Green
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Nonparametric Regression And Generalized Linear Models Nonparametric-Regression-and-Generalized-Linear-Models~~P-J-Green Science>Statistics & Probability>Statistics & Probability Hardcover, Taylor & Francis

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Nonparametric Regression and Generalized Linear Models A Roughness Penalty Approach 1st Edition - P.J. Green
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Details zum Buch
Nonparametric Regression and Generalized Linear Models

This study of nonparametric regression and generalized linear models contains chapters on approaches to regression, roughness penalties, extensions of the roughness penalty approach, computing the estimates, interpolating and smoothing splines, one-dimensional case, partial splines, and more.

Detailangaben zum Buch - Nonparametric Regression and Generalized Linear Models


EAN (ISBN-13): 9780412300400
ISBN (ISBN-10): 0412300400
Gebundene Ausgabe
Erscheinungsjahr: 1993
Herausgeber: CHAPMAN & HALL
184 Seiten
Gewicht: 0,399 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 03.04.2007 05:02:57
Buch zuletzt gefunden am 14.02.2017 16:14:59
ISBN/EAN: 0412300400

ISBN - alternative Schreibweisen:
0-412-30040-0, 978-0-412-30040-0


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