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 introduce new concepts and diverse software environments to the new genre of huge amounts of data and cloud technology, and to conduct advanced statistics, data analysis and software application. It mainly teaches and recommends statistics, and uses business management cases to conduct 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。
The statistical method is one of the most commonly used methods in today's quantitative scientific research. However, with the advancement of technology and the development of software packages, students can easily handle the analysis and recommendation of some basic data, but they do not fully understand the behind the method. Theoretical basis. Therefore, the main purpose of this course is to establish the basic statistical concepts that students can obtain correctly. As much as possible, teach the course content in a simple, vivid and easy to understand way to attract students' interest in learning, avoiding deep content and too much mathematical guidance. The course includes:
1. Statistics: Description and sorting of data.
2. Opportunity theory: the basis of statistical recommendation.
3. Assume confirmation.
4. Change analysis and experimental design.
5. Reply 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. Gerald Keller, reviewed by Jinhe, translated by Yang Hui and Ding Shufang, Managerial Statistics (State Studies), 11, Huahai Books Bureau.
2. Yang Hao, Guo Nai-jin, Lin Zheng-jin, practical financial measurement methods: Application of EViews, Double Leaf Library, 2013.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 平時平時 Regular |
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 |
