Applied Multivariate Analysis


Lecture 1 - Prologue


Lecture 2 - Basic concepts on multivariate distribution


Lecture 3 - Basic concepts on multivariate distribution


Lecture 4 - Multivariate normal distribution – I


Lecture 5 - Multivariate normal distribution – II


Lecture 6 - Multivariate normal distribution – III


Lecture 7 - Some problems on multivariate distributions – I


Lecture 8 - Some problems on multivariate distributions – II


Lecture 9 - Random sampling from multivariate normal distribution and Wishart distribution - I


Lecture 10 - Random sampling from multivariate normal distribution and Wishart distribution - II


Lecture 11 - Random sampling from multivariate normal distribution and Wishart distribution - III


Lecture 12 - Wishart distribution and it’s properties - I


Lecture 13 - Wishart distribution and it’s properties - II


Lecture 14 - Hotelling’s T2 distribution and it’s applications


Lecture 15 - Hotelling’s T2 distribution and various confidence intervals and regions


Lecture 16 - Hotelling’s T2 distribution and Profile analysis


Lecture 17 - Profile analysis - I


Lecture 18 - Profile analysis - II


Lecture 19 - MANOVA - I


Lecture 20 - MANOVA - II


Lecture 21 - MANOVA - III


Lecture 22 - MANOVA & Multiple Correlation Coefficient


Lecture 23 - Multiple Correlation Coefficient


Lecture 24 - Principal Component Analysis


Lecture 25 - Principal Component Analysis


Lecture 26 - Principal Component Analysis


Lecture 27 - Cluster Analysis


Lecture 28 - Cluster Analysis


Lecture 29 - Cluster Analysis


Lecture 30 - Cluster Analysis


Lecture 31 - Discriminant Analysis and Classification


Lecture 32 - Discriminant Analysis and Classification


Lecture 33 - Discriminant Analysis and Classification


Lecture 34 - Discriminant Analysis and Classification


Lecture 35 - Discriminant Analysis and Classification


Lecture 36 - Discriminant Analysis and Classification


Lecture 37 - Discriminant Analysis and Classification


Lecture 38 - Factor_Analysis


Lecture 39 - Factor_Analysis


Lecture 40 - Factor_Analysis


Lecture 41 - Cannonical Correlation Analysis


Lecture 42 - Cannonical Correlation Analysis


Lecture 43 - Cannonical Correlation Analysis


Lecture 44 - Cannonical Correlation Analysis