| Weeks | Topics |
| 1 |
Basic Knowledge of Matrix
|
| 2 |
Necessity and Definition of Matrix Knowledge
|
| 3 |
Matrix Types
|
| 4 |
Four Operations in Matrixes
|
| 5 |
Data Matrix in Multivariate Analyses and Descriptive Statistics
|
| 6 |
Standardization
|
| 7 |
Multivariate Normal Distribution
|
| 8 |
Missing Data and Evaluation
|
| 9 |
Multivariate Hypothesis Tests
|
| 10 |
Simple Linear Regression
|
| 11 |
Multiple Linear Regression
|
| 12 |
Correlation Coefficient, Multiple Correlation Coefficient
|
| 13 |
Use of Dummy Variables, Selection of Variables in Multiple Linear Regression Models, Basic Components Regression
|
| 14 |
Reliability
|