Introduction to Multivariate Analysis / C Chatfield & A J Collins.
Material type: TextLanguage: English Publication details: Florida : CRC Press, 2023.Description: x, 246 p. : ill. ; 23 cmISBN:- 9781138705791
- Introduction to Multivariate Analysis
- 23 519.53 CHA
Item type | Current library | Collection | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|---|
Text Books | CUTN Central Library Sciences | Non-fiction | 519.53 CHA (Browse shelf(Opens below)) | Available | 47626 |
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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