Multivariate Statistics Made Simple : A Practical Approach

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. Title Page 4 Copyright 5 Dedications 6 Contents 8 Preface 12 About the Authors 16 1 Multivariate Statistical Analysis—An Overview 18 2 Comparison of Multivariate Means 48 3 Analysis of Variance with Multiple Factors 68 4 Multivariate Analysis of Variance (MANOVA) 90 5 Analysis of Repeated Measures Data 108 6 Multiple Linear Regression Analysis 132 7 Classification Problems in Medical Diagnosis 152 8 Binary Classification with Linear Discriminant Analysis 170 9 Logistic Regression for Binary Classification 186 10 Survival Analysis and Cox Regression 202 11 Poisson Regression Analysis 222 12 Cluster Analysis and Its Applications 236 Index 256