Multivariate Techniques An Example Based Approach 1st Edition by Saman Hanif, Muhammad Qaiser Shahbaz, Saman Hanif Shahbaz ISBN 1527540111 978-1527540118

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Product details:

ISBN 10: 1527540111 

ISBN 13: 978-1527540118

Author:  Saman Hanif, Muhammad Qaiser Shahbaz, Saman Hanif Shahbaz 

 Multivariate analyses are popular in many areas of life and require special attention. This book covers both theoretical and applied aspects of such analyses. It begins with an overview of multivariate terminology, including joint distributions and some matrix algebra, and provides insight into various popular multivariate distributions. It discusses various methods of drawing inferences about population mean vectors and covariance matrices, as well as a number of topics on multivariate analysis of variance and multivariate regression.

Table of contents: 

1. Introduction

2. The Multivariate Normal Distribution

3. The Wishart and Related Distributions

4. Inference about Mean Vectors

5. Inference about Covariance Matrices

6. The Multivariate Analysis of Variance

7. Multivariate Regression Analysis

8. Canonical Correlation Analysis

9. Principal Components and Factor Analysis

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Tags: Saman Hanif, Muhammad Qaiser Shahbaz, Saman Hanif Shahbaz, Multivariate Techniques, Example Based Approach