An Introduction to Correspondence Analysis

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Beh, Eric J.
Otros Autores: Lombardo, Rosaria
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2021.
Colección:Wiley Series in Probability and Statistics Ser.
Temas:
Correspondence analysis (Statistics)
Analyse des correspondances (Statistique)
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Cover
  • Title Page
  • Copyright
  • Contents
  • Preface
  • Chapter 1 Introduction
  • 1.1 Data Visualisation
  • 1.2 Correspondence Analysis in a "Nutshell"
  • 1.3 Data Sets
  • 1.3.1 Traditional European Food Data
  • 1.3.2 Temperature Data
  • 1.3.3 Shoplifting Data
  • 1.3.4 Alligator Data
  • 1.4 Symmetrical Versus Asymmetrical Association
  • 1.5 Notation
  • 1.5.1 The Two-way Contingency Table
  • 1.5.2 The Three-way Contingency Table
  • 1.6 Formal Test of Symmetrical Association
  • 1.6.1 Test of Independence for Two-way Contingency Tables
  • 1.6.2 The Chi-squared Statistic for a Two-way Table
  • 1.6.3 Analysis of the Traditional European Food Data
  • 1.6.4 The Chi-squared Statistic for a Three-way Table
  • 1.6.5 Analysis of the Alligator Data
  • 1.7 Formal Test of Asymmetrical Association
  • 1.7.1 Test of Predictability for Two-way Contingency Tables
  • 1.7.2 The Goodman-Kruskal tau Index
  • 1.7.3 Analysis of the Traditional European Food Data
  • 1.7.4 Test of Predictability for Three-way Contingency Tables
  • 1.7.5 Marcotorchino's Index
  • 1.7.6 Analysis of the Alligator Data
  • 1.7.7 The Gray-Williams Index and Delta Index
  • 1.8 Correspondence Analysis and R
  • 2.4.3 GSVD and the Traditional European Food Data
  • 2.5 Constructing a Low-Dimensional Display
  • 2.5.1 Standard Coordinates
  • 2.5.2 Principal Coordinates
  • 2.6 Practicalities of the Low-Dimensional Plot
  • 2.6.1 The Two-Dimensional Correspondence Plot
  • 2.6.2 What is NOT Being Shown in a Two-Dimensional Correspondence Plot?
  • 2.6.3 The Three-Dimensional Correspondence Plot
  • 2.7 The Biplot Display
  • 2.7.1 Definition
  • 2.7.2 Isometric Biplots of the Traditional European Food Data
  • 2.7.3 What is NOT Being Shown in a Two-Dimensional Biplot?
  • 2.8 The Case for No Visual Display

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