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This playlist helps you to understand the concept of Applied Multivariate Statistics.
1) Multivariate Normal distribution
2) Wishart Distribution
3) Holding T^2
4) Regression Analysis
5) Principal Component Analysis
6) Factor Analysis

Dr. Harish Garg

22:56

Bivariate Normal Distribution and its PDF

Dr. Harish Garg

17:34

Conditional Distribution of Bivariate Normal Distribution & Examples

Dr. Harish Garg

35:24

Multivariate Normal Distribution

Dr. Harish Garg

31:22

Some Results of Multivariate Normal Distribution | Easiest Way to Learn

Dr. Harish Garg

38:03

Transformation of Multivariate Normal Distribution | Solved Examples

Dr. Harish Garg

39:04

Independent Random Variables | Uncorrelated Random variables| Solved Examples

Dr. Harish Garg

14:27

Marginal Density of Multivariate Normal Distribution | Numerical Example

Dr. Harish Garg

21:15

Conditional Distribution | Numerical Example | Multivariate Normal Distribution

Dr. Harish Garg

33:49

Examples of Conditional Distribution | Easiest Way | Multivariate Normal Distribution

Dr. Harish Garg

20:36

Moment Generating Function and Its Moments | Multivariate Normal Distribution

Dr. Harish Garg

27:01

Properties of Moment Generating function (M.G.F.) | Numerical Examples

Dr. Harish Garg

18:59

Characteristic Function | Multivariate Normal Distribution

Dr. Harish Garg

7:25

Distribution of Quadratic Form | Easiest Way

Dr. Harish Garg

28:16

MLE of Sample mean and Covariance Matrix | Numerical Examples

Dr. Harish Garg

11:15

Distribution of Sample Mean | Numerical Example | Multivariate Normal Distribution

Dr. Harish Garg

10:59

Distribution of Quadratic Form| Numerical Example | Multivariate Normal Distribution

Dr. Harish Garg

7:10

Unbiased Estimator of Covariance/Dispersion Matrix

Dr. Harish Garg

8:16

Sample Mean and Covariance Matrix are Independent | Short Proof

Dr. Harish Garg

19:57

A concept of Wishart Distribution

Dr. Harish Garg

9:24

Characteristic Function of Wishart Distribution

Dr. Harish Garg

25:33

Properties of Wishart Distribution | Easiest Way