本課程旨在因應巨量資料與雲端科技之新e化世紀，引進新統計觀念與多元軟體環境，進行進階統計、資料分析與軟體應用之講授。主要講授敘述統計與推論統計，並以商管案例進行資料分析與實作。This course aims to respond to the new e-century of massive data and cloud technology, introduce new statistical concepts and multiple software environments, and teach advanced statistics, data analysis and software applications. Mainly teaches narrative statistics and inferential statistics, and uses business management cases for data analysis and implementation.
統計方法是現今計量科學研究中最常用的方法之一，但是，隨著科技的進步、套裝軟體的發達，同學可以很容易的處理一些基本資料的分析及推論，但並不全然了解方法背後之理論基礎。因此，本課程的主要目的是建立同學能獲正確的統計基本概念。盡量以簡單、生動且易於了解的方式講授課程內容進而引發同學學習之興趣，避免艱深的內容和太多的數學推導。本課程內容包含：
1. 敘述統計：關於數據資料的描述及整理。
2. 機率論：統計推論的基礎。
3. 假設檢定。
4. 變方分析與實驗設計。
5. 迴歸分析。
Statistical methods are one of the most commonly used methods in today's quantitative scientific research. However, with the advancement of technology and the development of packaged software, students can easily handle the analysis and inference of some basic data, but they do not fully understand the reasons behind the methods. Theoretical basis. Therefore, the main purpose of this course is to enable students to acquire correct basic concepts of statistics. Try to teach the course content in a simple, vivid and easy-to-understand way to arouse students' interest in learning, and avoid difficult content and too many mathematical deductions. This course content includes:
1. Narrative statistics: description and organization of data.
2. Probability theory: the basis of statistical inference.
3. Hypothesis test.
4. Variation analysis and experimental design.
5. Regression analysis.
1. Gerald Keller著，呂金河審閱，顏慧、丁淑芳譯，Managerial Statistics(統計學)，11，滄海書局。
2. 楊浩彥、郭迺鋒、林政勳，實用財經計量方法:EViews之應用，雙葉書廊，2013。
1. Written by Gerald Keller, reviewed by Lu Jinhe, translated by Yan Hui and Ding Shufang, Managerial Statistics, 11, Canghai Book Company.
2. Yang Haoyan, Guo Naifeng, and Lin Zhengxun, Practical Financial Measurement Methods: Application of EViews, Shuangye Bookstore, 2013.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 平時平時 Usually |
30 | 助教占平時分數10分 |
| 期中考期中考 midterm exam |
30 | 機房考試 |
| 期末考期末考 final exam |
40 | 機房考試 |
