統計學是在資料分析的基礎上，研究測定、收集、整理、歸納和分析反映數據資料，以便給出正確訊息的科學。這一門學科自17世紀中葉產生並逐步發展起來，它廣泛地應用在各門學科，從自然科學、社會科學到人文學科，甚至被用於工商業及政府的情報決策。隨著巨量資料時代來臨，統計的面貌也逐漸改變，與資訊、計算等領域密切結合，是數據科學中的重要主軸之一。本課程對統計的方法與原理有深入淺出的介紹外，也會同時教導學生使用統計軟體或編程軟體來因應就業市場之變化，以培養學生理論與應用並重的能力。因此，本課程會讓學生學習到資料搜集與分析探勘的能力，如以ANOVA進行分析，或迴歸分析、並且進一步解讀其背後的管理意涵與應用。Statistics is the science of researching and measuring, collecting, sorting, scheduling and analyzing data reflected in order to provide correct information based on data analysis. This subject has been born and gradually developed since the 17th century. It is widely used in various subjects, from natural sciences, social sciences to humanities, and is even used in business and government information decisions. With the arrival of a huge amount of data era, the appearance of statistics has gradually changed, closely combined with information, calculation and other fields, and is one of the important main axes in data science. In addition to providing an in-depth and clear introduction to the methods and principles of the statistical methodology, this course also teaches students to use statistical software or programming software to respond to changes in the industry market to cultivate the ability to focus on physiological theory and application. Therefore, this course will allow students to learn the ability to collect and analyze data, such as performing analysis with ANOVA, or re-analyzing, and further understanding the management implications and applications behind it.
Douglas A. Lind,William G. Marchal,Samuel A. Wathen (2021). Statistical Techniques in Business & Economics. (18th) (華泰書局代理)
Douglas A. Lind, William G. Marchal, Samuel A. Wathen (2021). Statistical Techniques in Business & Economics. (18th) (Agent from Huatai Books Bureau)
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 課堂參與(34%出席率，16%上課表現)課堂參與(34%出席率，16%上課表現) Class Participation (34% attendance, 16% pre-class performance) |
50 | |
| 考試或報告(50%)考試或報告(50%) Exam or report (50%) |
50 |
