Nonparametric Regression Analysis of Longitudinal Data

Name: Nonparametric Regression Analysis of Longitudinal Data
Brand: Springer-Verlag New York Inc.
SKU: 9780387968445
Price: 2417 CZK
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Autor: Hans-Georg Muller

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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This monograph reviews some of the work that has been done for longitudi nal data in the rapidly exp...

Informace o knize

Autor

Hans-Georg Muller

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

1988

Stránek

369

EAN

9780387968445

ISBN

9780387968445

Enbook ID

06623392

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

350

Rozměry

169 x 240 x 12

Kompletní popis

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on the author's Habilitationsschrift submitted to the University of Marburg in Spring 1985 as well as on published and unpublished work.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.

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Nonparametric Regression Analysis of Longitudinal Data

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