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
This course aims to offer a solid introduction to and integration of statistical thinking and statistical computing language R. Statistical thinking is a way of knowing to facilitate decision-making in the face of uncertainty and constitutes the foundation of science. Given that data have permeated every section of society, how to make sense of data and translate them into actionable insight is an indispensable ability for the future world. Moreover, you will learn R for statistical analysis in step. R is a free software across multiple operating systems, designed specifically for statistical computing and graphics with interactive features. It suits the needs of expert number-crunchers as well as amateur data analysts. Real world datasets from Taiwan Communication Survey and media industry may be used to foster your competence.
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Exercises 36% Weeks 1-5, 8-11, & 12-15 Labs 12% Weeks 1-5, 7, 9-10, & 12-15 Exam 1 20% Week 6 (Chs. 1-8) Exam 2 20% Week 11 (Chs. 9-11) Exam 3 20% Week 16 (Chs. 19, 20, 12- 14, 16)
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction & Overview 2026-02-23(一) |
| 第 2 週 | Basic Concepts & Displaying Data 2026-03-02(一) |
| 第 3 週 | Measures of Central Tendency & Variability 2026-03-09(一) |
| 第 4 週 | The Normal Distribution & Basic Concepts of Probability 2026-03-16(一) |
| 第 5 週 | Sampling distribution and Hypothesis testing 2026-03-23(一) |
| 第 6 週 | Exam 1 2026-03-30(一) |
| 第 7 週 | Spring Break 2026-04-06(一) |
| 第 8 週 | Correlation 2026-04-13(一) |
| 第 9 週 | Regression 2026-04-20(一) |
| 第 10 週 | Multiple regression 2026-04-27(一) |
| 第 11 週 | Exam 2 2026-05-04(一) |
| 第 12 週 | Chi-Square & Nonparametric Statistics 2026-05-11(一) |
| 第 13 週 | Hypothesis Tests Applied to Means: One Sample 2026-05-18(一) |
| 第 14 週 | Hypothesis Tests Applied to Means: Two Related/ndependent Samples 2026-05-25(一) |
| 第 15 週 | One-Way Analysis of Variance 2026-06-01(一) |
| 第 16 週 | Exam 3 2026-06-08(一) |
Howell, D. C. (2017). Fundamental for the behavioral sciences (9th ed.). Belmont, CA: Wadsworth. Salkind, N. J., & Shaw, L. A. (2019). Statistics for people who (think they) hate statistics using R. Sage.
- 地點
- HK222
- 時間
- Monday, Thursday: 11-13 pm and by appointment
- 聯絡方式
- Office: 31540 E-mail: taoc@nycu.edu.tw