統計學
Statistics and Statistical Computing Language
| 節 | 週一 |
|---|---|
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.
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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%
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction & Overview Basic Concepts 2024-02-19(一) |
| 第 2 週 | Describing & Exploring Data 2024-02-26(一) |
| 第 3 週 | Mid-Autumn Festival 2024-03-04(一) |
| 第 4 週 | Measures of Central Tendency & Variability 2024-03-11(一) |
| 第 5 週 | The Normal Distribution & Basic Concepts of Probability 2024-03-18(一) |
| 第 6 週 | Sampling distribution and Hypothesis testing 2024-03-25(一) |
| 第 7 週 | Exam 1 2024-04-01(一) |
| 第 8 週 | Correlation 2024-04-08(一) |
| 第 9 週 | Regression 2024-04-15(一) |
| 第 10 週 | Multiple regression 2024-04-22(一) |
| 第 11 週 | Hypothesis Tests Applied to Means: One Sample 2024-04-29(一) |
| 第 12 週 | Hypothesis Tests Applied to Means: Two Related/Indepen 2024-05-06(一) |
| 第 13 週 | Exam 2 2024-05-13(一) |
| 第 14 週 | One-Way Analysis of Variance 2024-05-20(一) |
| 第 15 週 | Factorial Analysis of Variance 2024-05-27(一) |
| 第 16 週 | Repeated-Measures Analysis of Variance 2024-06-03(一) |
| 第 17 週 | Chi-SquareNonparametric Statistics 2024-06-10(一) |
| 第 18 週 | Exam 3 2024-06-17(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