Practical Multivariate Statistics

K.S.Kushwaha/ Kumar, Rajesh

New India Publishing Agency（2019/01発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 392 p.
• 言語 ENG
• 商品コード 9788119254446

Full Description

The book Practical Multivariate Statistics has been specifically designed for P.G. and Ph.D. students majoring in Pure Statistics, Agricultural Statistics, Biological and Social Sciences, as well as individuals preparing for competitive examinations such as ISS, IES, SSS, A.S.R.B., States PSCs, NET, and IAS. This book is also beneficial for faculty members of the Department of Statistics at Indian Universities. With 33 years of teaching experience under his belt, the author has prepared this book to cater to the needs of U.G., P.G., and Ph.D. students from a variety of disciplines in Agriculture, Agril. Engg., and Agril Statistics.

The book is composed of 12 chapters, with the first five focusing on Multivariate Analysis, and the subsequent four delving into Multivariate Regression Analysis. The tenth chapter deals with Multicollinearity, while the eleventh chapter covers Sampling Distributions of Partial & Multiple Correlation. Lastly, the twelfth chapter provides an overview of Elements of Stochastic Processes. Each chapter includes three types of questions: True/False, Fill in the Blanks, and Multiple Choice, along with their corresponding Key Answers.

Contents

1. Multivariate Normal Distribution
2. Hotellings T2 and D2 Statistics
3. Wishart Distribution
4. Discriminant Function
5. Principal Component Analysis, Factor Analysis and Canonical Analysis
6. Model Adequancy in Multivariate Regression Analysis
7. Multivariate Regression in Matrix Approach
8. Selecting Best Regression Equation
9. Examination of Residuals in Regression Analysis
10. Multicollinearity and Reasons for its Existence
11. Sampling Distribution of Partial and Multiple Correlation
12. Elements of Stochastic Processess