企業管理概論:統計學
Introduction to Business Management: Statistics
| 節 | 週一 |
|---|---|
6 14:20–15:10 | 企業管理概論:統計學 MB110（光復） 2 節連堂 |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
Course Description This course explores the use of statistical methods as analytical tools for understanding and analyzing business problems and for supporting business decision-making. You will be taught how to compute statistics using a hand calculator, Excel and Minitab (a statistical software). We will emphasize on decision-making based on statistics so that you will know which procedure to use, how to use it correctly and how to draw correct conclusion per the data collected when dealing with a problem. Students in this course shall: ■ Understand statistical methods useful for analyzing data, with specific application to problems of business and economics ■ Apply quantitative tools for the areas of marketing, financial and managerial accounting, corporate finance, and applied operational methods. ■Students will learn to use EXCEL and Minitab for statistical analysis.
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General Rules: 1. No Late Homework/Report will be accepted. 2. No make-up exam will be allowed except in an extreme emergency, which must be documented by a physician or college official, in advance when possible. 3. No cheating.
Class Participation 10% Homework 20% Project 20% Pop Quizzes 10% Midterm 20 % Final Exam 20 %
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| 週次 | 主題 |
|---|---|
| 第 1 週 | • Course Introduction 9/14 |
| 第 2 週 | • ch.1: Statistics and Data • ch.2: Descriptive statistics: tabular and graphical forms • ch.3: Numerical descriptive measures 9/21 |
| 第 3 週 | • ch.4: Introduction to probability 9/28 |
| 第 4 週 | • ch.5: Discrete probability distributions 10/5 |
| 第 5 週 | • ch.6: Continuous probability distributions 10/12 |
| 第 6 週 | • ch.7: Sampling and sampling distributions 10/19 |
| 第 7 週 | • ch.8: Interval estimation 10/26 |
| 第 8 週 | Midterm exam 11/2 |
| 第 9 週 | • ch.9: Hypothesis tests 11/9 |
| 第 10 週 | • ch.10: Statistical Inference concerning two populations 11/16 |
| 第 11 週 | • ch.11: Statistical inferences concerning variance 11/23 |
| 第 12 週 | • ch.12: Chi-square Tests 11/30 |
| 第 13 週 | • ch.13: Analysis of variance 12/7 |
| 第 14 週 | • ch.14: Regression Analysis 12/14 |
| 第 15 週 | • ch 15: Inference with regression models 12/21 |
| 第 16 週 | Final Exam 12/28 |
| 第 17 週 | Project/report |
| 第 18 週 | Project/report |
■ Jaggia, Sanjiv and Kelly, Alison (2019) Business Statistics: Communicating with Numbers (3rd ed.), McGraw-Hill Education, ISBN 9-781-26028837-7
- 地點
- MB509
- 時間
- by appointment
- 聯絡方式
- jasmine.chang@g2.nctu.edu.tw