統計學(二)
Statistics (II)
| 節 | 週一 |
|---|---|
2 09:00–09:50 | 統計學(二) M205 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
Course Descriptions and Objectives: Based on the concepts and inference foundations in Statistics(I), continuously learning hypothesis testing and statistical analysis techniques for various data characteristics, such as small-sample statistical inference, variance analysis, regression analysis, categorical data analysis and nonparametric statistics.
Calculus and Statistics(I)
助教: 潘俞綺,吳旻修。
1. Homework and Assignments: Regularly announced on a weekly base. 2. Exams and Quizzes: Three exams (the second midterm is a joint unified examination). Quizzes are designed by each instructor. 3. Evaluation and Grading Policy: The first midterm (20%), the second midterm (20%), the final exam (20%), homework/quizzes/others (20%), a project (20%) 4. Pedagogy and other supplementary information (websites, TAs, handouts and/or databases): The materials of other chapters are supplemented by each instructor.
- Inference from Small Samples (Ch 10)
- The Analysis of Variance (Ch11)
- Linear Regression and Correlation (Ch 12)
- Analysis of Categorical Data (Ch 14)
- Nonparametric Statistics(Ch 15)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Syllabus, Review |
| 第 2 週 | Hypothesis Tests — 10.1, 10.2 |
| 第 3 週 | 228 Peace Memorial Day, No class. |
| 第 4 週 | Hypothesis Tests — 10.5, 10.3 |
| 第 5 週 | Hypothesis Tests - 10.6, 10.4 |
| 第 6 週 | Exam 1 |
| 第 7 週 | Analysis of Variance — 11.1 ~ 11.3 |
| 第 8 週 | 4/4 Spring Break, No class. |
| 第 9 週 | Analysis of Variance — 11.4 ~ 11.5. Tuckey's method |
| 第 10 週 | Simple Linear Regression — 12.1 ~ 12.3 |
| 第 11 週 | Simple Linear Regression — 12.4 ~ 12.6 |
| 第 12 週 | Exam 2 (ANOVA & Simple/Multiple Regression) |
| 第 13 週 | Analysis of Categorical Data — 14.1 ~ 14.3 |
| 第 14 週 | Nonparametric Statistics — 15.1 ~ 15.5 |
| 第 15 週 | Nonparametric Statistics — 15.6 ~ 15.7 |
| 第 16 週 | Exam 3 (Categorical Data & Nonparametric Statistics) |
| 第 17 週 | Discussions by appointment |
| 第 18 週 | Discussions by appointment |
Mendenhall, Beaver, and Beaver (2020) Introduction to Probability and Statistics, Metric Version 15th Edition, Cengage.
- 地點
- by appointment
- 時間
- by appointment
- 聯絡方式
- Email to venteng@gmail.com