This book explains the advanced but essential concepts of Multivariate Statistics in a practical way while touching the mathematical logic in a befitting manner. The illustrations are based on real case studies from a super specialty hospital where active research is going on.
Multivariate Statistical Analysis - An Overview. Comparison of Multivariate Means. Comparison of Multivariate Means. Analysis of Variance with Multiple Factors. Multivariate Analysis of Variance (MANOVA). Analysis of Repeated Measures Data. Multiple Linear Regression Analysis. Classification Problems in Medical Diagnosis. Binary Classification with Linear Discriminant Analysis. Logistic Regression for Binary Classification. Survival Analysis and Cox Regression. Poisson Regression Analysis. Cluster Analysis and its applications.