週次 |
日期 |
單元主題 |
第1週 |
2/26 |
課程介紹與上學期課程回顧
課程回顧HW1 (Review)
|
第2週 |
3/04 |
假設檢定原理
Hypothesis testing
(實習課:標準化分數的excel操作) |
第3週 |
3/11 |
假設檢定原理與操作
Hypothesis testing for single sample tests (means & proportions) and how interval estimation works here
(實習課: one-sample z test) |
第4週 |
3/18 |
樣本平均數差別檢定(I)
Inferences about population means
2 sample tests (means & proportions)
(實習課: one-sample t test) |
第5週 |
3/25 |
樣本平均數差別檢定(II)
Inferences about population means
2 sample tests (means & proportions)
(實習課:two-sample z, t test) |
第6週 |
4/01 |
放假 |
第7週 |
4/08 |
Contingence tables: Association-when two categorical variables hook up and Chi-square tests (as goodness of fit, non-parametric).
(實習課: paired z,t test & prtest) |
第8週 |
4/15 |
Association-
Variance analysis (I)
(實習課: 卡方檢定) |
第9週 |
4/22 |
Mid-term 期中考 |
第10週 |
4/29 |
Association-
Variance analysis (II)
(實習課: one-way & two-way ANOVA) |
第11週 |
5/06 |
Association—
Correlation and Simple OLS regression (I)
(實習課: 合併檔案merge & append) |
第12週 |
5/13 |
Association—
Simple OLS regression (II) |
第13週 |
5/20 |
Partial correlation & Multiple regression (I): |
第14週 |
5/27 |
Multiple regression (II):
Categorical independent variables, dummy variables, and Interaction terms |
第15週 |
6/03 |
More Topics in Multiple Regression |
第16週 |
6/10 |
彈性放假 |
第17週 |
6/17 |
Review |
第18週 |
6/24 |
期末考 |