Introduction to Multivariate Analysis / C Chatfield & A J Collins.

By:

Chatfield, C

Contributor(s):

Collins, A J

Material type: Text

TextLanguage: English Publication details: Florida : CRC Press, 2023.Description: x, 246 p. : ill. ; 23 cmISBN:

9781138705791

Uniform titles:

Introduction to Multivariate Analysis

Subject(s):

DDC classification:

23 519.53 CHA

Contents:

PART ONE: INTRODUCTION 1. Introduction 2. Multivariate Distributions 3. Preliminary Data Analysis PART TWO: FINDING NEW UNDERLYING VARIABLES 4. Principal Component Analysis 5. Factor Analysis PART THREE: PROCEDURES BASED ON THE MULTIVARIATE NORMAL DISTRIBUTION| 6. The multivariate normal distribution 7. Procedures based on normal distribution theory 8. The Multivariate analysis of Variance 9. The multivariate analysis of Covariance and related topics PART FOUR: MULTIDIMENSIONAL SCALING AND CLUSTER ANALYSIS 10. Multidimensional Scaling 11. Cluster Analysis 6.

Summary: This book provides an introduction to the analysis of multivariate data. It describes multivariate probability distributions, the preliminary data. It describes multivariate probability distribution, the preliminary analysis of a large-scale set of data, principle component and factor analysis, traditional normal theory material, as well as multidimensional scaling and cluster analysis.

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Item type	Current library	Collection	Call number	Status	Barcode
Text Books	CUTN Central Library Sciences	Non-fiction	519.53 CHA (Browse shelf(Opens below))	Available	47626

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PART ONE: INTRODUCTION
1. Introduction
2. Multivariate Distributions
3. Preliminary Data Analysis

PART TWO: FINDING NEW UNDERLYING VARIABLES
4. Principal Component Analysis
5. Factor Analysis

PART THREE: PROCEDURES BASED ON THE MULTIVARIATE NORMAL DISTRIBUTION|
6. The multivariate normal distribution
7. Procedures based on normal distribution theory
8. The Multivariate analysis of Variance
9. The multivariate analysis of Covariance and related topics

PART FOUR: MULTIDIMENSIONAL SCALING AND CLUSTER ANALYSIS
10. Multidimensional Scaling
11. Cluster Analysis

6.

This book provides an introduction to the analysis of multivariate data. It describes multivariate probability distributions, the preliminary data. It describes multivariate probability distribution, the preliminary analysis of a large-scale set of data, principle component and factor analysis, traditional normal theory material, as well as multidimensional scaling and cluster analysis.

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