週次
Week
|
課程主題
Topic
|
課程內容與指定閱讀
Content and Reading Assignment
|
教學活動與作業
Teaching Activities and Homework
|
學生學習投入時間
Student workload expectation
|
課堂講授
In-class Hours
|
課程前後
Outside-of-class Hours
|
1
|
Linear Algebra, Projections
|
1.1~1.4
|
Lecture
|
3.0
|
4.5 |
2
|
Linear Algebra, Projections
|
1.5~1.7
|
Lecture
|
3.0
|
4.5
|
3
|
Random Vectors |
2.1~2.3
|
Lecture
|
3.0
|
4.5
|
4
|
Random Vectors
|
2.4~2.5
|
Lecture
|
3.0
|
4.5
|
5
|
The Linear Models
|
3.1~3.3
|
Lecture
|
3.0
|
4.5
|
6
|
The Linear Models
|
3.4~3.6
|
Lecture
|
3.0
|
4.5
|
7
|
The Linear Models
|
3.7~3.9
|
Lecture
|
3.0
|
4.5
|
8
|
The Linear Models
|
3.10~3.13
|
Lecture
|
3.0
|
4.5
|
9
|
Mid-term Exam
|
Chapters1~3
|
Exam
|
3.0
|
4.5
|
10
|
Fitting of Regression Models
|
4.1~4.4
|
Lecture
|
3.0
|
4.5
|
11
|
Fitting of Regression Models |
4.5~4.8
|
Lecture
|
3.0
|
4.5
|
12
|
Fitting of Regression Models
|
4.9~4.12
|
Lecture
|
3.0
|
4.5
|
13
|
Simultaneous Confidence Intervals
|
5.5~5.5
|
Lecture
|
3.0
|
4.5
|
14
|
Two-Way and Three-Way Analysis of Variance
|
6.1~6.2
|
Lecture
|
3.0
|
4.5
|
15
|
Two-Way and Three-Way Analysis of Variance
|
6.2~6.3
|
Lecture
|
3.0
|
4.5
|
16
|
Two-Way and Three-Way Analysis of Variance
|
6.3~6.4
|
Lecture
|
3.0
|
4.5
|
17
|
Two-Way and Three-Way Analysis of Variance
|
6.5~6.6 |
Group Presentation
|
3.0
|
4.5
|
18
|
Final Exam
|
Chapters4~6 |
Exam
|
3.0
|
4.5
|