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Bücher Englische Bücher Nonparametric Regression Analysis of Longitudinal Data
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Nonparametric Regression Analysis of Longitudinal Data
Hans-Georg Müller (Broschiert, Englisch)
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Beschreibung
This monograph reviews some of the work that has been done for longitudi nal data in the rapidly expanding field of nonparametric regression. The aim is to give the reader an impression of the basic mathematical tools that have been applied, and also to provide intuition about the methods and applications. Applications to the analysis of longitudinal studies are emphasized to encourage the… non-specialist and applied statistician to try these methods out. To facilitate this, FORTRAN programs are provided which carry out some of the procedures described in the text. The emphasis of most research work so far has been on the theoretical aspects of nonparametric regression. It is my hope that these techniques will gain a firm place in the repertoire of applied statisticians who realize the large potential for convincing applications and the need to use these techniques concurrently with parametric regression. This text evolved during a set of lectures given by the author at the Division of Statistics at the University of California, Davis in Fall 1986 and is based on the author's Habilitationsschrift submitted to the University of Marburg in Spring 1985 as well as on published and unpublished work. Completeness is not attempted, neither in the text nor in the references. The following persons have been particularly generous in sharing research or giving advice: Th. Gasser, P. Ihm, Y. P. Mack, V. Mammi tzsch, G . G. Roussas, U. Stadtmuller, W. Stute and R. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
26.09.1988
Sprache
Englisch
EAN
9780387968445
Herausgeber
Springer US
Serien- oder Bandtitel
Lecture Notes in Statistics
Sonderedition
Nein
Autor
Hans-Georg Müller
Seitenanzahl
369
Einbandart
Broschiert
Schlagwörter
Estimator, Regression analysis, Variance, average, optimization, statistics
Thema-Inhalt
PBW - Angewandte Mathematik
Höhe
244 mm
Breite
17 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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