ACU-OER

Techniques and Applications of Multivariate Analysis

Number of lessons: 11

차시별 강의
No	Contents Type & Play	Subject	Description	URL
1.	Type	Subject Introduction	Description Introdue what we are going to study	Url URL
2.	Type	Subject Introduction of Multivariate Analysis	Description Why we use multivariate data anaysis and how useful it ts	Url URL
3.	Type	Subject Introduction of Multivariate Analysis	Description Describe the matrix and normal distribution with examples	Url URL
4.	Type	Subject Principal Component Analysis	Description Introdue PCA and Consept of PCs	Url URL
5.	Type	Subject Principal Component Analysis	Description Study Graphing the PCs and sample PCs	Url URL
6.	Type	Subject Factor Analysis	Description Study aobut orthogonal factor model and methods of estimation	Url URL
7.	Type	Subject Factor Analysis	Description Study about Factor ratation and ways	Url URL
8.	Type	Subject Canonical Correlation Analysis	Description Introduce canonical correlation and canonical variates	Url URL
9.	Type	Subject Canonical Correlation Analysis	Description Study about significance test for canoicla correlation and interpretation of canonical correlation results	Url URL
10.	Type	Subject Cluster Analysis	Description Intoruduce concept of similarity measures	Url URL
11.	Type	Subject Cluster Analysis	Description Study about Hierarchical clustering methods and nonhierarchical method	Url URL