Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Green, P.J.; Silverman, Bernard. W.

ISBN 10: 0412300400 / ISBN 13: 9780412300400

Verlag: Chapman and Hall/CRC, 1993

Beschreibung

Bestandsnummer des Verkäufers I-9780412300400

Bibliografische Details

• Titel: Nonparametric Regression and Generalized Linear Models: A roughness penalty approach (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
• Verlag: Chapman and Hall/CRC
• Erscheinungsjahr: 1993
• Sprache: Englisch
• ISBN-10: 0412300400
• ISBN-13: 9780412300400
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

Nonparametric Regression and Generalized Linear Models focuses on the roughness penalty method of nonparametric smoothing and shows how this technique provides a unifying approach to a wide range of smoothing problems. The emphasis is methodological rather than theoretical, and the authors concentrate on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. 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.

Über die Autorin bzw. den Autor

P.J. Green, Bristol Univesity. Bernard. W. Silverman St. Peters College, Oxford.