統計學
Introduction to Statistics
| 節 | 週二 | 週四 |
|---|---|---|
A 18:30–19:20 | 統計學 A701 3 節連堂 | 統計學 A701 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
統計學 (注意，上課時間7:00開始） 7月 1日 (星期二) · 下午7:00 - 9:50 時區：Asia/Taipei Google Meet 會議參加資訊 視訊通話連結：https://meet.google.com/tmo-gypq-ptg 或撥打以下電話號碼：(US) +1 419-827-8056 PIN 碼：802 899 195# 更多電話號碼：https://tel.meet/tmo-gypq-ptg?pin=7326902205004 Facebook Group:
1. Homework and Assignments: Attendance and Participation 15%, Exam 35%, Homework 50% 2. Exams and Quizzes: 3. Evaluation and Grading Policy: 4. Pedagogy and other supplementary information (websites, TAs, handouts and/or databases):
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction ch.1: Data and Statistics Introduction to R |
| 第 2 週 | ch.2: Descriptive statistics: tabular and graphical forms ch.3: Descriptive statistics: Numerical measures |
| 第 3 週 | ch.7: Sampling and sampling distributions ch.8: Interval estimation |
| 第 4 週 | ch.9: Hypothesis tests ch.10: Statistical Inference about means and proportions with two populations |
| 第 5 週 | ch.12: Tests of Goodness of fit and independence ch.14: Simple linear regression |
| 第 6 週 | ch 13: Analysis of Variance ch.11: Inferences about population variances and Review |
| 第 7 週 | Midterm Exam (8/12) ch.4: Introduction to probability |
| 第 8 週 | ch.6: Continuous probability distributions ch.11: Inferences about population variances |
| 第 9 週 | 課程結束 |
Jaggia, S., & Kelly, A. (2019). Business statistics: Communicating with numbers (3th ed.). McGraw-Hill Education.
- 時間
- By appointment
- 聯絡方式
- paulachen@nycu.edu.tw