Nonparametric Regression Analysis of Longitudinal Data

Language: English

Published by Springer, 1988

038796844X / 9780387968445

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Druck auf Anfrage Neuware - Printed after ordering - 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on the author's Habilitationsschrift submitted to the University of Marburg in Spring 1985 as well as on published and unpublished work.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.…

Seller Inventory # 9780387968445

Title
Nonparametric Regression Analysis of Longitudinal Data
Author
Hans-Georg Müller
Publisher
Springer
Publication year
1988
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
038796844X
ISBN 13
9780387968445
Item weight
375 grams
Dimensions
244x170x12 mm

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