統計學
Introduction to Statistics
| 節 | 週二 | 週四 |
|---|---|---|
A 18:30–19:20 | 統計學 A701（光復） 3 節連堂 | 統計學 A701（光復） 3 節連堂 |
B 19:30–20:20 | ||
C 20:30–21:20 |
* 根據陽明交大上課時間表所列
This course explores the use of statistical methods as analytical tools for understanding and analyzing business problems and for supporting business decision-making. Students in this course shall: Understand statistical methods useful for analyzing data, with specific application to problems of business and economics Understanding of uncertainty and risk management (e.g., probability theory, covariance, portfolio risk), estimation and forecasting (e.g., demand analysis, sensitivity analysis, simulation), optimization (e.g., portfolio choice under risk aversion), and the logic of statistical inference Learn how to use statistics to think critically about real world issues Apply quantitative tools for the areas of marketing, financial and managerial accounting, corporate finance, and applied operational methods.
None
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1. Homework and Assignments: Attendance and Participation 20%, Exam 30%, Homework 30% Final Present 20% 2. Exams and Quizzes: 3. Evaluation and Grading Policy: 4. Pedagogy and other supplementary information (websites, TAs, handouts and/or databases):
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| 週次 | 主題 |
|---|---|
| 第 1 週 | 2026-07-07(二),2026-07-09(四) |
| 第 2 週 | 7/7Course Introduction 7/9 ch.1: Data and Statistics Introduction to R 2026-07-14(二),2026-07-16(四) |
| 第 3 週 | 7/14 ch.2: Descriptive statistics: tabular and graphical forms 7/16 ch.3: Descriptive statistics: Numerical measures 2026-07-21(二),2026-07-23(四) |
| 第 4 週 | 7/21 ch.7: Sampling and sampling distributions 7/23 ch.8: Interval estimation 2026-07-28(二),2026-07-30(四) |
| 第 5 週 | 7/28 ch.9: Hypothesis tests 7/30 ch.10: Statistical Inference about means and proportions with two populations 2026-08-04(二),2026-08-06(四) |
| 第 6 週 | 8/4 Midterm Examch. 8/6 ch.11: Inferences about population variances 2026-08-11(二),2026-08-13(四) |
| 第 7 週 | 8/11 ch.12: Tests of Goodness of fit and independence 8/13 ch13: Analysis of Variance 2026-08-18(二),2026-08-20(四) |
| 第 8 週 | 8/18 ch.14: Simple linear regression 8/20 ch 5: Discrete probabioity distributions 2026-08-25(二),2026-08-27(四) |
| 第 9 週 | 8/25 ch.6: Continuous probability distributions 8/27 Final Exam 2026-09-01(二),2026-09-03(四) |
Jaggia, S., & Kelly, A. (2019). Business statistics: Communicating with numbers (3th ed.). McGraw-Hill Education.
- 地點
- 教師未提供此項資料
- 時間
- By appointment
- 聯絡方式
- paulachen@nycu.edu.tw