Practical Multivariate Statistics

K.S.Kushwaha, Rajesh Kumar (Autoren)

Buch | Hardcover

392 Seiten

2019
New India Publishing Agency (Verlag)
978-93-86546-43-2 (ISBN)

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The book Practical Multivariate Statistics has been designed for P.G. and Ph.D. students studying Pure Statistics, Agricultural Statistics, Biological & Social Sciences, as well as individuals preparing for competitive examinations, such as ISS, IES, SSS, A.S.R.B., States PSCs, NET, and IAS. Additionally, this book is beneficial for faculty members in the Department of Statistics at Indian universities. The book is the result of 33 years of teaching experience in U.G., P.G., and Ph.D. programs across various disciplines of Agriculture, Agril. Engg., and Agril Statistics.

The book is composed of 12 chapters, the first five of which focus on Multivariate Analysis, while chapters six through nine cover Multivariate Regression Analysis. Chapters ten and eleven address Multicollinearity and Sampling Distributions of Partial & Multiple Correlation, respectively, and chapter twelve discusses Elements of Stochastic Processes. Each chapter features three types of questions: True/False, Fill in the Blanks, and Multiple Choice Questions along with their corresponding Key Answers.

K.S. Kushwaha, M.Sc., P.S.C.C., Ph.D. (Statistics), Recipient of Dr. Radhakrishanan Award (1992), Associate Professor (Statistics), Department of Mathematics & Statistics, Jawaharlal Nehru Krishi Vishwavidayalaya, Jabalpur, Madhya Pradesh, India. Rajesh Kumar, M.Sc., P.S.C.C., Ph.D., (Statistics), Principal Scientist (Statistics), Indian Institute of Sugarcane Research (ICAR), Lucknow, Uttar Pradesh, India.

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

Erscheinungsdatum	14.05.2025
Verlagsort	New Delhi
Sprache	englisch
Gewicht	750 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	93-86546-43-4 / 9386546434
ISBN-13	978-93-86546-43-2 / 9789386546432
Zustand	Neuware