Nonparametric regression analysis of longitudinal data
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Nonparametric regression analysis of longitudinal data
Lecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression Analysis Nonparametric regression analysis of longitudinal data of Longitudinal DataSpringer-VerlagBerlin Heidelberg New York London Paris TokyoAuthorHans-Georg MullerInstitute of Medical Statistics, University of Eriangen-Nurnberg 8520 Erlangen, Federal Republic of Germany andDivision of Statistics, University of CaliforniaDavis, CA 95616, USAAMS Subject Class Nonparametric regression analysis of longitudinal data ification (1980): 62GXXISBN-13: 978-0-387-96844-5 e-ISBN-13: 978-1-4612-3926-0DOI: 10.1007/ 978-1 -4612-3926-0This work is subject to copynght. All riNonparametric regression analysis of longitudinal data
ghts are reserved, whether the whole or part of the material >s concerned, specifically the rights of translation, reprinting, re use of I’AiStrationsLecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression Analysis Nonparametric regression analysis of longitudinal data S only permitted under the provisions of the German Cqpynght Law of September 9. 1965, in Its version of June 24. 1985, and a copyright fee must always be paid. Violations fall under the prosecution act of the German Copynght Law.© Springer-Verlag Berlin Heidelberg 19882847/3140-543210PrefaceThis mo Nonparametric regression analysis of longitudinal data nograph reviews some of the work that has been done for longitudinal data in the rapidly expanding field of nonparametrlc regression. The aim is to giNonparametric regression analysis of longitudinal data
ve the reader an impression of the basic mathematical tools that have been applied, and also to provide intuition about the methods and applications. Lecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression Analysis Nonparametric regression analysis of longitudinal data 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 Nonparametric regression analysis of longitudinal data applied statisticians who realize the large potential for convincing applications and the need to use these techniques concurrently with parametric reNonparametric regression analysis of longitudinal data
gression.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 1Lecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression Analysis Nonparametric regression analysis of longitudinal data rk. 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. Mammitzsch, G.G. Roussas, u. Stadtmũller, w. Stute and R. Trautner, and I am very grateful to th Nonparametric regression analysis of longitudinal data em as well as to numerous other colleagues with whom I had fruitful discussions. I also express my sincere thanks to Colleen Criste for excellent typiNonparametric regression analysis of longitudinal data
ng, and to Wilhelm Kleider and Thomas Schmitt for computing assistance.Erlangen,32112Hans-Ceorg MullerACKNOWLEDGEMENTSThe author gratefully acknowledgLecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression Analysis Nonparametric regression analysis of longitudinal data cs), Stockholm.Institute of Mathematical Statistics, Hayward, California.Royal Statistical Society, London.F.K. Schattauer Verlagsgesellschaft mbH, Stuttgart.Taylor & Francis Ltd., London.ContentsPreface Nonparametric regression analysis of longitudinal data Lecture Notes in StatisticsEdited by J. Berger, s. Fienberg, J. Gani, K. Krickeberg, and B. Singer46Hans-Georg MullerNonparametricRegression AnalysisGọi ngay
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