Description: Nonparametric Regression Analysis of Longitudinal Data, Paperback by Muller, Hans-Georg, ISBN 038796844X, ISBN-13 9780387968445, Like New Used, Free shipping in the US 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on the authors Habilitationsschrift submitted to the University of Marburg in Spring 1985 as well as on published and unpublished work.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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Book Title: Nonparametric Regression Analysis of Longitudinal Data
Number of Pages: Xiv, 369 Pages
Publication Name: Nonparametic Regression Analysis of Longitudinal Data
Language: English
Publisher: Springer New York
Subject: Probability & Statistics / General, Applied
Publication Year: 1988
Type: Textbook
Item Weight: 13.2 Oz
Item Length: 9.6 in
Subject Area: Mathematics
Author: Hans-Georg Müller
Series: Lecture Notes in Statistics Ser.
Item Width: 6.7 in
Format: Trade Paperback
