統計學
Statistics and Statistical Computing Language
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 統計學 4 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 | |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
The purpose of this course is to offer a solid introduction to and integration of statistical thinking and statistical computing language R. Data have permeated every section of society. How to make sense of data and translate then into actionable insight is an indispensable ability for future world. Moreover, you will learn R for statistical analysis in step. Real world datasets from media industry will be used to foster your competence.
Exam 1 20% Week 7 (Chs. 1-8) Exam 2 20% Week 13 (Chs. 9-14) Exam 3 20% Week 18 (Chs. 16- 20) Exercises 40% Weeks 1-2, 4-6, 8-12, & 14-17 Research Participation 4%
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction & Overview Basic Concepts |
| 第 2 週 | Describing & Exploring Data |
| 第 3 週 | Mid-Autumn Festival |
| 第 4 週 | Measures of Central Tendency & Variability |
| 第 5 週 | The Normal Distribution & Basic Concepts of Probability |
| 第 6 週 | Sampling distribution and Hypothesis testing |
| 第 7 週 | Exam 1 |
| 第 8 週 | Correlation |
| 第 9 週 | Regression |
| 第 10 週 | Multiple regression |
| 第 11 週 | Hypothesis Tests Applied to Means: One Sample |
| 第 12 週 | Hypothesis Tests Applied to Means: Two Related/Indepen |
| 第 13 週 | Exam 2 |
| 第 14 週 | One-Way Analysis of Variance |
| 第 15 週 | Factorial Analysis of Variance |
| 第 16 週 | Repeated-Measures Analysis of Variance |
| 第 17 週 | Chi-Square Nonparametric Statistics |
| 第 18 週 | Exam 3 |
Howell, D. C. (2017). Fundamental for the behavioral sciences (9th ed.). Belmont, CA: Wadsworth. Kabacoff, R. I. (2011). R in action: Data analysis and graphics with R. Shelter Island, NY: Manning.
- 地點
- HK222
- 時間
- Monday, Thursday: 12-13 pm and by appointment
- 聯絡方式
- Office: 31540 E-mail: taoc@mail.nctu.edu.tw