The book entitled Practical Multivariate Statistics has been designed for P.G. and Ph.D. students of Pure Statistics, Agricultural Statistics, Biological Social Sciences and those who have to appear in various competitive examinations like (ISS, IES, SSS, A.S.R.B., States PSCs, NET and IAS.). This book is also useful for faculties of Department of Statistics of Indian Universities. The book is the outcome of 33 years of teaching experience of U.G., P.G. and Ph.D. students of different disciplines of Agriculture, Agril. Engg. and Agril Statistics.The book contains 12 chapters, out of which (1-5) deals with the Multivariate Analysis, (6-9) Multivariate Regression Analysis, (10) Multicollinearity, (11) Sampling Distributions of Partial Multiple Correlation and (12) Elements of Stochastic Processes. In each chapter three type of questions. True/False, Fill in the Blanks and Multiple Choice Questions alongwith their Key Answers have been provided.