Robust Nonparametric Function Estimation
Author : Mathematical Sciences Research Institute (Berkeley, Calif.).
Publisher :
Page : 21 pages
File Size : 43,98 MB
Release : 1992
Category :
ISBN :
Author : Mathematical Sciences Research Institute (Berkeley, Calif.).
Publisher :
Page : 21 pages
File Size : 43,98 MB
Release : 1992
Category :
ISBN :
Author : Yijia Feng
Publisher :
Page : 137 pages
File Size : 13,55 MB
Release : 2011
Category :
ISBN :
Author : Jana Jureckova
Publisher : CRC Press
Page : 410 pages
File Size : 46,34 MB
Release : 2012-07-20
Category : Mathematics
ISBN : 1439840695
Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished by data mining and high-level computer-based algo
Author : Thomas P. Hettmansperger
Publisher : CRC Press
Page : 554 pages
File Size : 35,22 MB
Release : 2010-12-20
Category : Mathematics
ISBN : 1439809097
Presenting an extensive set of tools and methods for data analysis, Robust Nonparametric Statistical Methods, Second Edition covers univariate tests and estimates with extensions to linear models, multivariate models, times series models, experimental designs, and mixed models. It follows the approach of the first edition by developing rank-based m
Author : Rand R. Wilcox
Publisher : Academic Press
Page : 713 pages
File Size : 33,38 MB
Release : 2012-01-12
Category : Mathematics
ISBN : 0123869838
"This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"--
Author : G.G Roussas
Publisher : Springer Science & Business Media
Page : 691 pages
File Size : 43,69 MB
Release : 2012-12-06
Category : Mathematics
ISBN : 9401132224
About three years ago, an idea was discussed among some colleagues in the Division of Statistics at the University of California, Davis, as to the possibility of holding an international conference, focusing exclusively on nonparametric curve estimation. The fruition of this idea came about with the enthusiastic support of this project by Luc Devroye of McGill University, Canada, and Peter Robinson of the London School of Economics, UK. The response of colleagues, contacted to ascertain interest in participation in such a conference, was gratifying and made the effort involved worthwhile. Devroye and Robinson, together with this editor and George Metakides of the University of Patras, Greece and of the European Economic Communities, Brussels, formed the International Organizing Committee for a two week long Advanced Study Institute (ASI) sponsored by the Scientific Affairs Division of the North Atlantic Treaty Organization (NATO). The ASI was held on the Greek Island of Spetses between July 29 and August 10, 1990. Nonparametric functional estimation is a central topic in statistics, with applications in numerous substantive fields in mathematics, natural and social sciences, engineering and medicine. While there has been interest in nonparametric functional estimation for many years, this has grown of late, owing to increasing availability of large data sets and the ability to process them by means of improved computing facilities, along with the ability to display the results by means of sophisticated graphical procedures.
Author : James R. Thompson
Publisher : SIAM
Page : 320 pages
File Size : 39,42 MB
Release : 1990-01-01
Category : Mathematics
ISBN : 9781611971712
Topics emphasized include nonparametric density estimation as an exploratory device plus the deeper models to which the exploratory analysis points, multi-dimensional data analysis, and analysis of remote sensing data, cancer progression, chaos theory, epidemiological modeling, and parallel based algorithms. New methods discussed are quick nonparametric density estimation based techniques for resampling and simulation based estimation techniques not requiring closed form solutions.
Author : Peter Hackl
Publisher : Springer Science & Business Media
Page : 495 pages
File Size : 46,74 MB
Release : 2013-03-09
Category : Business & Economics
ISBN : 366202571X
In 1984, the University of Bonn (FRG) and the International Institute for Applied System Analysis (IIASA) in Laxenburg (Austria), created a joint research group to analyze the relationship between economic growth and structural change. The research team was to examine the commodity composition as well as the size and direction of commodity and credit flows among countries and regions. Krelle (1988) reports on the results of this "Bonn-IIASA" research project. At the same time, an informal IIASA Working Group was initiated to deal with prob lems of the statistical analysis of economic data in the context of structural change: What tools do we have to identify nonconstancy of model parameters? What type of models are particularly applicable to nonconstant structure? How is forecasting affected by the presence of nonconstant structure? What problems should be anticipated in applying these tools and models? Some 50 experts, mainly statisticians or econometricians from about 15 countries, came together in Lodz, Poland (May 1985); Berlin, GDR (June 1986); and Sulejov, Poland (September 1986) to present and discuss their findings. This volume contains a selected set of those conference contributions as well as several specially invited chapters.
Author : Cinzia Daraio
Publisher : Springer Science & Business Media
Page : 263 pages
File Size : 25,98 MB
Release : 2007-04-10
Category : Business & Economics
ISBN : 0387352317
Providing a systematic and comprehensive treatment of recent developments in efficiency analysis, this book makes available an intuitive yet rigorous presentation of advanced nonparametric and robust methods, with applications for the analysis of economies of scale and scope, trade-offs in production and service activities, and explanations of efficiency differentials.
Author : James R. Thompson
Publisher : SIAM
Page : 317 pages
File Size : 22,99 MB
Release : 1990-01-01
Category : Mathematics
ISBN : 0898712610
Topics emphasized in this book include nonparametric density estimation, multi-dimensional data analysis, cancer progression, chaos theory, and parallel based algorithms.