This course begins with the study of basic properties of random vectors. This is followed by multivariate normal distribution theory, estimation and hypothesis testing. Several multivariate techniques will be discussed as the knowledge of the technique(This course begins with the study of basic properties of random vectors. This is followed by multivariate normal distribution theory, estimation and hypothesis testing. Several multivariate techniques will be discussed as the knowledge of the technique)