統計學
Statistics and Statistical Computing Language
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 統計學 HK114（六家） 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.
教師未提供此項資料
無備註
教師未提供此項資料
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%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction & Overview 2025-02-17(一) |
| 第 2 週 | Basic Concepts & Displaying Data 2025-02-24(一) |
| 第 3 週 | Measures of Central Tendency & Variability 2025-03-03(一) |
| 第 4 週 | The Normal Distribution & Basic Concepts of Probability 2025-03-10(一) |
| 第 5 週 | Sampling distribution and Hypothesis testing 2025-03-17(一) |
| 第 6 週 | Exam 1 2025-03-24(一) |
| 第 7 週 | Correlation 2025-03-31(一) |
| 第 8 週 | Spring Break 2025-04-07(一) |
| 第 9 週 | Regression 2025-04-14(一) |
| 第 10 週 | Multiple regression 2025-04-21(一) |
| 第 11 週 | Chi-Square & Nonparametric Statistics 2025-04-28(一) |
| 第 12 週 | Exam 2 2025-05-05(一) |
| 第 13 週 | Hypothesis Tests Applied to Means: One Sample 2025-05-12(一) |
| 第 14 週 | Hypothesis Tests Applied to Means: Two Related/Independent Samples 2025-05-19(一) |
| 第 15 週 | One-Way Analysis of Variance 2025-05-26(一) |
| 第 16 週 | Exam 3 2025-06-02(一) |
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