Statistical Methods Of Discrimination And Classification
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Statistical Methods Of Discrimination And Classification
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Author : Sung C. Choi
language : en
Publisher: Elsevier
Release Date : 2014-05-17
Statistical Methods Of Discrimination And Classification written by Sung C. Choi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-17 with Mathematics categories.
Statistical Methods of Discrimination and Classification: Advances in Theory and Applications is a collection of papers that tackles the multivariate problems of discriminating and classifying subjects into exclusive population. The book presents 13 papers that cover that advancement in the statistical procedure of discriminating and classifying. The studies in the text primarily focus on various methods of discriminating and classifying variables, such as multiple discriminant analysis in the presence of mixed continuous and categorical data; choice of the smoothing parameter and efficiency of k-nearest neighbor classification; and assessing the performance of an allocation rule. The book will be of great use to researchers and practitioners of wide array of scientific disciplines, including engineering, psychology, biology, and physics.
Discrimination And Classification
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Author : David J. Hand
language : en
Publisher:
Release Date : 1981-11-04
Discrimination And Classification written by David J. Hand and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981-11-04 with Mathematics categories.
Distribution-free methods; Parameterized distributions; Linear discriminant functions; Discrete variables; Variable selection; Cluster analysis; Miscellaneous topics.
Statistical Pattern Recognition
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Author : Andrew R. Webb
language : en
Publisher: Newnes
Release Date : 1999
Statistical Pattern Recognition written by Andrew R. Webb and has been published by Newnes this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.
"This book provides an introduction to statistical pattern recognition theory and techniques. Most of the material presented in this book is concerned with discrimination and classification and has been drawn from a wide range of literature including that of engineering, statistics, computer science and the social sciences. This book is an attempt to provide a concise volume containing descriptions of many of the most useful of today's pattern processing techniques including many of the recent advances in nonparametric approaches to discrimination developed in the statistics literature and elsewhere. The techniques are illustrated with examples of real-world applications studies. Pointers are also provided to the diverse literature base where further details on applications, comparative studies and theoretical developments may be obtained"--Page [xv].
Discriminant Analysis And Applications
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Author : T. Cacoullos
language : en
Publisher: Academic Press
Release Date : 2014-05-10
Discriminant Analysis And Applications written by T. Cacoullos and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-10 with Mathematics categories.
Discriminant Analysis and Applications comprises the proceedings of the NATO Advanced Study Institute on Discriminant Analysis and Applications held in Kifissia, Athens, Greece in June 1972. The book presents the theory and applications of Discriminant analysis, one of the most important areas of multivariate statistical analysis. This volume contains chapters that cover the historical development of discriminant analysis methods; logistic and quasi-linear discrimination; and distance functions. Medical and biological applications, and computer graphical analysis and graphical techniques for multidimensional data are likewise discussed. Statisticians, mathematicians, and biomathematicians will find the book very interesting.
The Railways And The Earthquake
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Author :
language : en
Publisher:
Release Date : 1931
The Railways And The Earthquake written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1931 with categories.
Data Analysis Classification And The Forward Search
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Author : Sergio Zani
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-06
Data Analysis Classification And The Forward Search written by Sergio Zani and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-06 with Language Arts & Disciplines categories.
This book presents new developments in data analysis, classification and multivariate statistics, and in their algorithmic implementation. The volume offers contributions to the theory of clustering and discrimination, multidimensional data analysis, data mining, and robust statistics with a special emphasis on the novel Forward Search approach. Many papers provide significant insight in a wide range of fields of application. Customer satisfaction and service evaluation are two examples of such emerging fields.
Data Analysis Classification And Related Methods
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Author : Henk A.L. Kiers
language : en
Publisher: Springer
Release Date : 2000-06-21
Data Analysis Classification And Related Methods written by Henk A.L. Kiers and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-06-21 with Business & Economics categories.
The volume presents new developments in data analysis and classification, and gives a state of the art impression of these scientific fields at the turn of the Millennium. Areas that receive considerable attention in this book are Cluster Analysis, Data Mining, Multidimensional and Symbolic Data Analysis, Decision and Regression Trees. The volume contains a refereed selection of original research papers, overview papers, and innovative applications presented at the 7th Conference of the International Federation of Classification Societies (IFCS-2000), with contributions from eminent scientists all over the world. The reader finds introductory material into various areas and kaleidoscopic views of recent technical and methodological developments in widely different areas within data analysis and classification. The presence of a large number of application papers demonstrates the usefulness of the recently developed techniques. TOC:Cluster Analysis.- Discrimination, Regression Trees, and Data Mining.- Multivariate and Multidimensional Data Analysis.- Data Science.- Symbolic Data Analysis.
Testaufnahme Bindeeinheiten Allgemein
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Author :
language : en
Publisher:
Release Date :
Testaufnahme Bindeeinheiten Allgemein written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Discriminant Analysis And Statistical Pattern Recognition
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Author : Geoffrey McLachlan
language : en
Publisher: John Wiley & Sons
Release Date : 2005-02-25
Discriminant Analysis And Statistical Pattern Recognition written by Geoffrey McLachlan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-25 with Mathematics categories.
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "For both applied and theoretical statisticians as well as investigators working in the many areas in which relevant use can be made of discriminant techniques, this monograph provides a modern, comprehensive, and systematic account of discriminant analysis, with the focus on the more recent advances in the field." –SciTech Book News ". . . a very useful source of information for any researcher working in discriminant analysis and pattern recognition." –Computational Statistics Discriminant Analysis and Statistical Pattern Recognition provides a systematic account of the subject. While the focus is on practical considerations, both theoretical and practical issues are explored. Among the advances covered are regularized discriminant analysis and bootstrap-based assessment of the performance of a sample-based discriminant rule, and extensions of discriminant analysis motivated by problems in statistical image analysis. The accompanying bibliography contains over 1,200 references.
New Developments In Classification And Data Analysis
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Author : Maurizio Vichi
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-05-06
New Developments In Classification And Data Analysis written by Maurizio Vichi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-05-06 with Business & Economics categories.
This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and Data Analysis Group of SocietA Italiana di Statistica, which was held in Bologna, September 22-24, 2003. The scientific program of the conference included 80 contributed papers. Moreover it was possible to recruit six internationally renowned invited spe- ers for plenary talks on their current research works regarding the core topics of IFCS (the International Federation of Classification Societies) and Wo- gang Gaul and the colleagues of the GfKl organized a session. Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussions and mutual exchange of knowledge. The talks in the different sessions focused on methodological developments in supervised and unsupervised classification and in data analysis, also p- viding relevant contributions in the context of applications. This suggested the presentation of the 43 selected papers in three parts as follows: CLASSIFICATION AND CLUSTERING Non parametric classification Clustering and dissimilarities MULTIVARIATE STATISTICS AND DATA ANALYSIS APPLIED MULTIVARIATE STATISTICS Environmental data Microarray data Behavioural and text data Financial data We wish to express our gratitude to the authors whose enthusiastic p- ticipation made the meeting possible. We are very grateful to the reviewers for the time spent in their professional reviewing work. We would also like to extend our thanks to the chairpersons and discussants of the sessions: their comments and suggestions proved very stimulating both for the authors and the audience.