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Discriminant Analysis and Clustering.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Formato: Electrónico eBook
Idioma:Inglés
Publicado: National Academies Press 1988.
Temas:
Acceso en línea:Texto completo

MARC

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049 |a UAMI 
245 0 0 |a Discriminant Analysis and Clustering. 
260 |b National Academies Press  |c 1988. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
505 0 |a COVER -- COPYRIGHT -- PREFACE -- TABLE OF CONTENTS -- CHAPTER 1 INTRODUCTION -- CHAPTER 2 METHODS -- 2.1 INTRODUCTION -- 2.2 METHODS OF DISCRIMINANT ANALYSIS -- 2.2.1 General Remarks -- 2.2.2 Classical Two-group Linear Discriminant Analysis -- 2.2.3 Classification Into One of Several Populations -- 2.2.4 Heterogeneous Covariance Matrices Case -- 2.2.5 Two-group Classification by Logistic Regression -- 2.2.6 Kernel and Nearest Neighbor Methods -- 2.2.7 Classification Trees -- 2.3 METHODS OF CLUSTER ANALYSIS -- 2.3.1 General Remarks -- 2.3.2 Algorithms -- 2.3.3 Perspective -- CHAPTER 3 THEORY -- 3.1 INTRODUCTION -- 3.2 THEORETICAL ISSUES IN DISCRIMINANT ANALYSIS -- 3.2.1 Introduction -- 3.2.2 The Fisher Linear Discriminant and Some of Its Children -- 3.2.3 Estimating Misclassification Costs -- 3.2.4 Nonparametric Techniques -- 3.3 STATISTICAL THEORY IN CLUSTERING -- 3.3.1 Introduction -- 3.3.2 High Density Clusters -- 3.3.3 Agglomerative Methods for High Density Clusters -- 3.3.4 Single Linkage, the Minimum Spanning Tree and Percolation -- 3.3.5 Mixtures -- 3.3.6 The Number of Clusters: Modes -- 3.3.7 The Number of Clusters: Components -- 3.3.8 Ultrametric and Evolutionary Distances -- CHAPTER 4 SOFTWARE AND ALGORITHM IMPLEMENTATION -- 4.1 INTRODUCTION -- 4.2 DISCRIMINANT ANALYSIS -- 4.2.1 Linear and Quadratic Discriminant Functions -- 4.2.2 Review of Packages -- 4.2.3 Logistic Regression -- 4.2.4 Classification Trees -- 4.3 CLUSTER ANALYSIS -- 4.3.1 Collections of Subroutines and Algorithms -- 4.3.2 Cluster Analysis Packages -- 4.3.3 Simple Cluster Analysis Programs -- 4.4 NEEDS -- CHAPTER 5 CLOSING PERSPECTIVE. 
504 |a Includes bibliographical references. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Cluster analysis. 
650 0 |a Discriminant analysis. 
650 0 |a Mathematical statistics. 
650 6 |a Classification automatique (Statistique) 
650 6 |a Analyse discriminante. 
650 7 |a Cluster analysis.  |2 fast  |0 (OCoLC)fst00864976 
650 7 |a Discriminant analysis.  |2 fast  |0 (OCoLC)fst00894982 
650 7 |a Mathematical statistics.  |2 fast  |0 (OCoLC)fst01012127 
655 4 |a Electronic resource. 
720 |a Panel on Discriminant Analysis, Classification and Clustering, Committee on Applied and Theoretical Statistics, Board on Mathematical Sciences, National Research Council. 
758 |i has work:  |a Discriminant analysis and clustering (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCFHDXhX8BhgGvMhvv3cpT3  |4 https://id.oclc.org/worldcat/ontology/hasWork 
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938 |a ProQuest MyiLibrary Digital eBook Collection  |b IDEB  |n 26042 
994 |a 92  |b IZTAP