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

基本概念復習

Review

Lecture

3

3

2

Ch9: Hypothesis Tests

Lecture

HW(1)

3

5

3

Lecture

3

5

4

母體變異數推論

Lecture

HW(2)

3

5

5

多重比例比較

Ch12: Comparing Multiple Proportions，Test of Independence and Goodness of Fit

Lecture

HW(3)

3

3

6

獨立性檢定、適合度檢定

Ch12: Test of Independence and Goodness of Fit

Lecture

小考(1)

3

5

7

變異數分析

Lecture

3

5

8

統計軟體演示(I)

Demonstration using R (I)

3

5

9

期中考

Ch9-Ch13

期中考

3

3

10

簡單線性迴歸

Ch14: Simple Linear Regression.

Discussion

HW(4)

3

5

11

Ch14: Simple Linear Regression.

Lecture

3

5

12

多重迴歸分析

Ch15: Multiple Regression

Lecture

HW(5)

3

3

13

多重迴歸分析

Ch15: Multiple Regression

HW(6)

3

5

14

迴歸模型建立

Ch16: Regression Analysis: Model Building

Lecture

3

5

15

時間序列分析(選)

Ch17: Time Series Analysis and Forecasting (Optional)

小考(2), HW(7)

3

3

16

Ch18: Nonparametric Methods (Optional)

Lecture

3

5

17

統計軟體演示(II)

課程相關線上學習

3

5

18

期末考

Ch14-Ch18

期末考

3

3