Mathematics - Applied Multivariate Analysis (English)

   Saturday, March 22, 2025   

Starting a new Lecture Notes Series on Civil - Advanced Hydrology

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Lecture 1: Prologue

Lecture 2: Mod-01 Lec-01 Lecture 1 - Basic concepts on multivariate distribution - I

Lecture 3: Mod-01 Lec-02 Basic concepts on multivariate distribution - II

Lecture 4: Mod-01 Lec-03 Multivariate normal distribution - I

Lecture 5: Mod-01 Lec-04 Multivariate normal distribution - II

Lecture 6: Mod-01 Lec-05 Multivariate normal distribution - III

Lecture 7: Mod-01 Lec-06 Some problems on multivariate distributions - I

Lecture 8: Mod-01 Lec-07 Some problems on multivariate distributions - II

Lecture 9: Mod-01 Lec-08 Random sampling from multivariate normal distribution and Wishart distribution - I

Lecture 10: Mod-01 Lec-09 Random sampling from multivariate normal distribution and Wishart distribution - II

Lecture 11: Mod-01 Lec-10 Random sampling from multivariate normal distribution and Wishart distribution - III

Lecture 12: Mod-01 Lec-11 Wishart distribution and it's properties -I

Lecture 13: Mod-01 Lec-12 Wishart distribution and it's properties- II

Lecture 14: Mod-01 Lec-13 Hotelling's T2 distribution and it's applications

Lecture 15: Mod-01 Lec-14 Hotelling's T2 distribution and various confidence intervals and regions

Lecture 16: Mod-01 Lec-15 Hotelling's T2 distribution and Profile analysis

Lecture 17: Mod-01 Lec-16 Profile analysis-I

Lecture 18: Mod-01 Lec-17 Profile analysis II

Lecture 19: Mod-01 Lec-18 MANOVA-I

Lecture 20: Mod-01 Lec-19 MANOVA- II

Lecture 21: Mod-01 Lec-20 MANOVA- III

Lecture 22: Mod-01 Lec-21 MANOVA & Multiple correlation coefficient

Lecture 23: Mod-01 Lec-22 Multiple correlation coefficient

Lecture 24: Mod-01 Lec-23 Principal component analysis

Lecture 25: Mod-01 Lec-24 Principal component analysis

Lecture 26: Mod-01 Lec-25 Principal component analysis

Lecture 27: Mod-01 Lec-26 Cluster Analysis

Lecture 28: Mod-01 Lec-27 Cluster Analysis

Lecture 29: Mod-01 Lec-28 Cluster Analysis

Lecture 30: Mod-01 Lec-29 Cluster Analysis

Lecture 31: Mod-01 Lec-30 Discriminant analysis and classification

Lecture 32: Mod-01 Lec-31 Discriminant Analysis and Classification

Lecture 33: Mod-01 Lec-32 Discriminant Analysis and Classification

Lecture 34: Mod-01 Lec-33 Discriminant Analysis and Classification

Lecture 35: Mod-01 Lec-34 Discriminant Analysis and Classification

Lecture 36: Mod-01 Lec-35 Discriminant Analysis and classification

Lecture 37: Mod-01 Lec-36 Discriminant Analysis and Classification

Lecture 38: Mod-01 Lec-37 Factor_Analysis

Lecture 39: Mod-01 Lec-38 Factor_Analysis

Lecture 40: Mod-01 Lec-39 Factor_Analysis

Lecture 41: Mod-01 Lec-40 Canonical Correlation Analysis

Lecture 42: Mod-01 Lec-41 Canonical Correlation Analysis

Lecture 43: Mod-01 Lec-42 Canonical Correlation Analysis

Lecture 44: Mod-01 Lec-43 Canonical Correlation Analysis