Nonparametric Estimation Of A Smooth Regression Function Defined On A Domain Of Rk PDF Download
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Author | : Michael Nussbaum |
Publisher | : |
Total Pages | : 20 |
Release | : 1982 |
Genre | : |
ISBN | : |
Download Nonparametric estimation of a smooth regression function defined on a domain of Rk Book in PDF, ePub and Kindle
Author | : Michael Nussbaum |
Publisher | : |
Total Pages | : 20 |
Release | : 1982 |
Genre | : |
ISBN | : |
Download Nonparametric estimation of a smooth regression function defined on a domain of IRk [IRk] Book in PDF, ePub and Kindle
Author | : M. Nussbaum |
Publisher | : |
Total Pages | : 20 |
Release | : 1982 |
Genre | : |
ISBN | : |
Download Nonparametric Estimation of a Smooth Regression Function Defined on a Domain of Book in PDF, ePub and Kindle
Author | : Hans-Georg Müller |
Publisher | : Springer Science & Business Media |
Total Pages | : 208 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 1461239265 |
Download Nonparametric Regression Analysis of Longitudinal Data Book in PDF, ePub and Kindle
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on the author's Habilitationsschrift submitted to the University of Marburg in Spring 1985 as well as on published and unpublished work.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.
Author | : R. M. Royall |
Publisher | : |
Total Pages | : 164 |
Release | : 1966 |
Genre | : Mathematical statistics |
ISBN | : |
Download A Class of Non-parametric Estimates of a Smooth Regression Function Book in PDF, ePub and Kindle
The purpose of the paper is to develop methods for estimating regression functions (i.e., conditional expectations) when nothing is known or assumed about their underlying functional form. The approach is 'non-parametric' in the sense that the regression function itself, rather than a set of numerical parameters, is estimated. The methods given make use of certain rank order statistics and thereby avoid problems of scaling which are troublesome when less sophisticated non-parametric methods are used. The large sample performance of the proposed regression estimators is studied in detail and methods for obtaining high orders of asymptotic efficiency are given. The asymptotic (normal) distribution of the estimates is obtained and the related problem of prediction is discussed. (Author).
Author | : Randall L. Eubank |
Publisher | : CRC Press |
Total Pages | : 359 |
Release | : 1999-02-09 |
Genre | : Mathematics |
ISBN | : 1482273144 |
Download Nonparametric Regression and Spline Smoothing Book in PDF, ePub and Kindle
Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for trigonometric series estimators; detailed asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; practical aspects, problems and methods for co
Author | : László Györfi |
Publisher | : Springer Science & Business Media |
Total Pages | : 662 |
Release | : 2002-08-12 |
Genre | : Mathematics |
ISBN | : 0387954414 |
Download A Distribution-Free Theory of Nonparametric Regression Book in PDF, ePub and Kindle
This book provides a systematic in-depth analysis of nonparametric regression with random design. It covers almost all known estimates. The emphasis is on distribution-free properties of the estimates.
Author | : Wolfgang Härdle |
Publisher | : Cambridge University Press |
Total Pages | : 356 |
Release | : 1990 |
Genre | : Business & Economics |
ISBN | : 9780521429504 |
Download Applied Nonparametric Regression Book in PDF, ePub and Kindle
This is the first book to bring together in one place the techniques for regression curve smoothing involving more than one variable.
Author | : Gordon J. Johnston |
Publisher | : |
Total Pages | : 96 |
Release | : 1979 |
Genre | : Mathematical statistics |
ISBN | : |
Download Smooth Nonparametric Regression Analysis Book in PDF, ePub and Kindle
This work investigates properties of the Watson type estimator of the regression function EY bar X = x of a bivariate random vector (X, Y). Pointwise weak consistency of the estimator is demonstrated. Sufficient conditions are given for asymptotic joint normality of the estimator taken at a finite number of distinct points, and for the uniform consistency of the estimator over a bounded interval. A large sample confidence band for the regression function, based on the estimator, is derived. (Author).
Author | : J. Koronacki |
Publisher | : |
Total Pages | : 17 |
Release | : 1981 |
Genre | : |
ISBN | : |
Download A Note on Nonparametric Estimation of a Regression Function Book in PDF, ePub and Kindle