Statistical Methods of Discrimination and Classification
Title | Statistical Methods of Discrimination and Classification PDF eBook |
Author | Sung C. Choi |
Publisher | Elsevier |
Pages | 145 |
Release | 2014-05-17 |
Genre | Mathematics |
ISBN | 1483190986 |
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
Title | Discrimination and Classification PDF eBook |
Author | David J. Hand |
Publisher | |
Pages | 240 |
Release | 1981-11-04 |
Genre | Mathematics |
ISBN |
Distribution-free methods; Parameterized distributions; Linear discriminant functions; Discrete variables; Variable selection; Cluster analysis; Miscellaneous topics.
Statistical Pattern Recognition
Title | Statistical Pattern Recognition PDF eBook |
Author | Andrew R. Webb |
Publisher | Newnes |
Pages | 476 |
Release | 1999 |
Genre | Computers |
ISBN | 9780340741641 |
"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
Title | Discriminant Analysis and Applications PDF eBook |
Author | T. Cacoullos |
Publisher | Academic Press |
Pages | 455 |
Release | 2014-05-10 |
Genre | Mathematics |
ISBN | 1483268713 |
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.
Multivariate Statistical Analysis
Title | Multivariate Statistical Analysis PDF eBook |
Author | Parimal Mukhopadhyay |
Publisher | World Scientific |
Pages | 568 |
Release | 2009 |
Genre | Mathematics |
ISBN | 9812791752 |
"This textbook presents a classical approach to some techniques of multivariate analysis in a simple and transparent manner. It offers clear and concise development of the concepts; interpretation of the output of the analysis; and criteria for selection of the methods, taking into account the strengths and weaknesses of each." "This book is ideal as an advanced textbook for graduate students in statistics and other disciplines like social, biological and physical sciences. It will also be of benefit to professional statisticians." --Book Jacket.
Data Analysis, Classification and the Forward Search
Title | Data Analysis, Classification and the Forward Search PDF eBook |
Author | Sergio Zani |
Publisher | Springer Science & Business Media |
Pages | 420 |
Release | 2007-08-06 |
Genre | Language Arts & Disciplines |
ISBN | 3540359788 |
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.
The Railways and the Earthquake
Title | The Railways and the Earthquake PDF eBook |
Author | |
Publisher | |
Pages | |
Release | 1931 |
Genre | |
ISBN |