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課程名稱 |
統計學一下
Statistics (I)(2) |
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開課學期 |
107-2 |
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授課對象 |
資訊管理學系 |
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授課教師 |
陳靜枝 |
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課號 |
MGT2002 |
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課程識別碼 |
700 20112 |
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班次 |
09 |
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學分 |
3.0 |
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全/半年 |
全年 |
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必/選修 |
必帶 |
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上課時間 |
星期三7,8,9(14:20~17:20) |
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上課地點 |
管二305 |
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備註 |
本課程中文授課,使用英文教科書。週三6實習在管院大電腦教室。與盧信銘合授
限本系所學生(含輔系、雙修生)
總人數上限：70人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1072MGT2002_09_STAT |
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課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Solving statistical problems begins with a problem and data. The ability to select the right method by problem objective and data type is a valuable tool for business. This class emphasizes applications and fundamental concepts of statistics as well as provides a practical orientation that teaches students how to identify the correct method, calculate the statistics, and properly interpret the results in the context of the question or decision at hand. Since business decisions are driven by data, students will leave this course equipped with the tools they need to make effective, informed decisions in all areas of the business world. |
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課程目標 |
The students will learn not only the algorithms and techniques used to solve related problems, but also the real-world applications that adopt these methods. The students are encouraged to utilize computers in every respect of this class. Computer software is available for this class. |
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課程要求 |
Homework will be assigned through the term and will due the following week. No late homework will be accepted. Students must turn in their own homework.
Homework will be assigned through the term and will due the following week. No late homework will be accepted. Students must turn in their own homework.
Form each group with 5 to 8 persons. Select a case from the textbook from chapter 1 through chapter 12. Prepare a 15 minutes presentation. Turn in a report less than 10 pages. The report will be due on the day of presentation.
Both mid-term and final exams will be in-class, three-hour, and open-book. Each student will be provided a PC in the exams. No NB is allowed. No discussion is allowed in exams. Cheating will result in severe penalty. |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
Managerial Statistics by Keller (Taiwan Edition) |
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參考書目 |
Managerial Statistics by Keller (Taiwan Edition) |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Homework |
15% |
Homework will be assigned through the term and will due the following week. No late homework will be accepted. Students must turn in their own homework. |
2. |
Project Presentation (Jun. 20) |
15% |
Form each group with 5-8 persons. Select any research topic that could be solved by the hypothesis testing or regression techniques taught in this class. The project should starts from data-collection processes by the methods such as interviews, questionnaires, or secondary-data collection. Prepare a 15 minutes presentation. Turn in a report less than 10 pages. |
3. |
Mid-term (Apr. 17) |
35% |
Mid-term exam will be in-class. No discussion is allowed in the exam. Cheating will result in severe penalty. Mid-term exam will last for three hours. |
4. |
Final (Jun. 19) |
35% |
Final exams will be in-class. No discussion is allowed in the exam. Cheating will result in severe penalty. Final exam will last for three hours. |
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週次 |
日期 |
單元主題 |
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第1週 |
2019/02/20 |
Chapter 13: Inference about comparing two populations (I) |
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第2週 |
2019/02/27 |
Chapter 13: Inference about comparing two populations (II) |
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第3週 |
2019/03/06 |
Chapter 14: Analysis of Variance (I) |
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第4週 |
2019/03/13 |
Chapter 14: Analysis of Variance (II) |
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第5週 |
2019/03/20 |
Chapter 15: Chi-Squared Tests |
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第6週 |
2019/03/27 |
Chapter 19: Nonparametric Statistics (I) |
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第7週 |
2019/04/03 |
Day off (Spring Break) |
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第8週 |
2019/04/10 |
Chapter 19: Nonparametric Statistics (II) |
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第9週 |
2019/04/17 |
Mid-term Exam in Computer Room |
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第10週 |
2019/04/24 |
Chapter 16: Simple Linear Regression (I) |
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第11週 |
2019/05/01 |
Chapter 16: Simple Linear Regression (II) |
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第12週 |
2019/05/08 |
Chapter 17: Multiple Regression |
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第13週 |
2019/05/15 |
Chapter 18: Model Building (I) |
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第14週 |
2019/05/22 |
Chapter 18: Model Building (II) |
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第15週 |
2019/05/29 |
Chapter 20: Time-Series Analysis and Forecasting (I) |
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第16週 |
2019/06/05 |
Chapter 20: Time-Series Analysis and Forecasting (II) |
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第17週 |
2019/06/12 |
Project Presentation |
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第18週 |
2019/06/19 |
Final Exam in Computer Room |