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STA633 — Multivariate Analysis
Lectures (86)
Variable and Object | Multivariate Analysis | STA633_Topic001
Properties of Determinants | Multivariate Analysis | STA633_Topic005
Data Matrix | Multivariate Analysis | STA633_Topic006
Multivariate Analysis with Applications in Different Fields | Multivariate Analysis | STA633_Topic
Summary Statistics | Multivariate Analysis | STA633_Topic008
Mean Vector and variance-covariance matrix | Multivariate Analysis | STA633_Topic009
Mean Vector, covariance matrix and correlation matrix | Multivariate Analysis | STA633_Topic010
Correlation matrix | Multivariate Analysis | STA633_Topic011
Linear Combination | Multivariate Analysis | STA633_Topic012
Example 3 of Data Matrix | Multivariate Analysis | STA633_Topic013
Linear Combination | Multivariate Analysis | STA633_Topic014
Linear Combination | Multivariate Analysis | STA633_Topic015
Linear Combination using R | Multivariate Analysis | STA633_Topic016
Orthogonality | Multivariate Analysis | STA633_Topic017
Linear Dependence of Vectors | Multivariate Analysis | STA633_Topic018
Linearly dependence of vectors | Multivariate Analysis | STA633_Topic019
Example Eigen value & Eigen vector using R | STA633_Topic020
Partition of variance-convariance matrix | Multivariate Analysis | STA633_Topic021
Example of Partition of Variance Covariance Matrix | Multivariate Analysis | STA633_Topic022
Rendom Sample and Expected values | Multivariate Analysis | STA633_Topic023
Multivariate Normal Distributions | Multivariate Analysis | STA633_Topic024
Jacobian | Multivariate Analysis | STA633_Topic025
Mean Vector of Multivariate Normal Distributions | Multivariate Analysis | STA633_Topic026
Example: Multivariate Normal Distributions | Multivariate Analysis | STA633_Topic027
Covariance matrix Multivariate Normal Distribution | Multivariate Analysis | STA633_Topic028
Example 2: Multivariate Normal Distribution using R | Multivariate Analysis | STA633_Topic029
Theorem 1: Multivariate Normal | Multivariate Analysis | STA633_Topic030
Theorem 2: Multivariate Normal | Multivariate Analysis | STA633_Topic031
Theorem 3: Multivariate Normal | Multivariate Analysis | STA633_Topic032
Moment Generating Function of Multivariate Normal Distribution | Multivariate Analysis | STA633_T
Moment Generating Function | Multivariate Analysis | STA633_Topic034
Alternative Method of Moment Generating function | Multivariate Analysis | STA633_Topic035
Example: Multivariate Characteristic function | Multivariate Analysis | STA633_Topic036
Characteristic function Multivariate Normal Distribution | Multivariate Analysis | STA633_Topic037
Distribution of the Quadratic Form | Multivariate Analysis | STA633_Topic038
Theorem | Multivariate Analysis | STA633_Topic039
Theorem 1: Subsets of Normal Distributed | Multivariate Analysis | STA633_Topic040
Conditional Distribution | Multivariate Analysis | STA633_Topic044
Conditional Distribution Case 1 | Multivariate Analysis | STA633_Topic045
Conditional Distribution Case 2 | Multivariate Analysis | STA633_Topic046
Example of Conditional Distribution | Multivariate Analysis | STA633_Topic047
Example 2: Conditional Distribution | Multivariate Analysis | STA633_Topic048
Example: Multivariate Normal | Multivariate Analysis | STA633_Topic049
Example 2: Multivariate Normal | Multivariate Analysis | STA633_Topic050
Example 3: Multivariate Normal | Multivariate Analysis | STA633_Topic051
The Wishart Distribution | Multivariate Analysis | STA633_Topic052
Properties of The Wishart Distribution-1 | Multivariate Analysis | STA633_Topic053
Properties of The Wishart Distribution-2 | Multivariate Analysis | STA633_Topic054
Example 1: Wishart Distribution Using R | Multivariate Analysis | STA633_Topic055
Distribution of Sample mean & variance | Multivariate Analysis | STA633_Topic056
The Hotelling's T² Distribution | Multivariate Analysis | STA633_Topic057
The two sample Hotelling's T2 Distribution | Multivariate Analysis | STA633_Topic058
Example 2: The Hotelling's T2 Distribution | Multivariate Analysis | STA633_Topic060
Example 4: The Hotelling's T2 Distribution | Multivariate Analysis | STA633_Topic062
Example 6: The Hotelling's T2 Distribution | Multivariate Analysis | STA633_Topic064
Example 1: MANOVA | Multivariate Analysis | STA633_Topic071
Example 2: MANOVA | Multivariate Analysis | STA633_Topic072
MANOVA: Partitioning of Observations | Multivariate Analysis | STA633_Topic074
MANOVA with SPSS Software | Multivariate Analysis | STA633_Topic075
Mean Corrected Component Scores | Multivariate Analysis | STA633_Topic092
Factor Analysis | Multivariate Analysis | STA633_Topic093
The Factor Analysis Model | Multivariate Analysis | STA633_Topic094
Covariance Structure for the Orthogonal Factor Model | Multivariate Analysis | STA633_Topic095
Factor Loading | Multivariate Analysis | STA633_Topic096
Factor Rotation | Multivariate Analysis | STA633_Topic097
Example 1: Factor Analysis | Multivariate Analysis | STA633_Topic098
Example 2: Factor Analysis | Multivariate Analysis | STA633_Topic099
Example 3: Factor Analysis | Multivariate Analysis | STA633_Topic100
Example 4: Factor Analysis using Software | Multivariate Analysis | STA633_Topic101
How to Apply Factor Analysis using SPSS | Multivariate Analysis | STA633_Topic102
Factor Analysis: Results & Interpretation | Multivariate Analysis | STA633_Topic104
The Multiple Linear Regression | Multivariate Analysis | STA633_Topic105
Summary of Multiple Linear Regression-1 | Multivariate Analysis | STA633_Topic106
Summary of Multiple Linear Regression-II | Multivariate Analysis | STA633_Topic107
Summary of Multiple Linear Regression-III | Multivariate Analysis | STA633_Topic108
Example of Multiple Regression | Multivariate Analysis | STA633_Topic109
Example of Multiple Regression | Multivariate Analysis | STA633_Topic110
Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic111
Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic112
Example 1: Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic113
Example 2: Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic114
Example 3: Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic116
Example 4: Multivariate Multiple Regression | Multivariate Analysis | STA633_Topic117
The Hotelling's T2 Disteribution using excle | Multivariate Analysis | STA633_Topic119
MANOVA using Softwear | Multivariate Analysis | STA633_Topic121
Multivariate Regression Analysis using SPSS | Multivariate Analysis | STA633_Topic123