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課程名稱 |
統計學一下
STATISTICS (I)(2) |
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開課學期 |
98-2 |
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授課對象 |
會計學系 |
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授課教師 |
廖珮真 |
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課號 |
Acc2008 |
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課程識別碼 |
702 20112 |
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班次 |
02 |
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學分 |
3 |
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全/半年 |
全年 |
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必/選修 |
必修 |
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上課時間 |
星期二5,6,7(12:20~15:10) |
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上課地點 |
管二102 |
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備註 |
本課程中文授課,使用英文教科書。本課程有實習課,時地另訂.
限本系所學生(含輔系、雙修生)
總人數上限：90人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/982stat |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
Statistics (I) is a series of two-semester course at undergraduate level and is designed to give students a basic knowledge and understanding of statistical methods particularly with applications in the fields of business and economics. The focus of this course is on descriptive statistical measures, probability distributions, hypothesis testing, ANOVA, basic regression models and forecasting. |
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課程目標 |
The aim of this course is to develop critical reasoning skills necessary to understand, interpret, and draw conclusions from the abundant quantitative data available in the real world. This course emphasizes statistical thinking rather than computational details and is intended to get students familiar with organizing and describing data, as well as with basic statistical reasoning and tools for data analysis. At the end of the semester a student should be able to acquire skills of effectively communicating the results of statistical analyses through graphical and verbal means and intelligently assess much of the research literature in his or her own particular field. Also, a student should be able to apply the statistical techniques presented in the course to his or her own research projects, and expect to acquire facility with approaching and solving practical problems and analyzing data using statistical reasoning. |
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課程要求 |
1.Students are required to preview the chapter before each class.
2.Absolutely no make-up quiz and exam unless you encounter extremely emergent situations.
3.Your final grade will be based on the grading policy. Absolutely no other alternative for extra credits.
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預期每週課後學習時數 |
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Office Hours |
每週三 12:00~14:00 |
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指定閱讀 |
Berenson, M.L., D. M. Levine, and T. C. Krehbiel (2009), Basic Business Statistics: Concepts and Applications, 11th ed., Pearson Prentice Hall, New Jersey, U.S.A.（國內代理：華泰文化；電話：2162-1217） |
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參考書目 |
1.管中閔（2004），統計學：觀念與方法，第二版，華泰文化。
2.Anderson, D. R., D. J. Sweeney, T. A. Williams, and J.-C. Chen (2006), Statistics for Business and Economics: A Practical Approach, 1st ed., Thomson Learning, New York, U. S. A.（國內代理：滄海書局；電話：2736-0282）
3.Freund, J. E., B. M. Perles (2007), Modern Elementary Statistics, 12th ed., Pearson Prentice Hall, New Jersey, U. S. A.（國內代理：滄海書局；電話：2736-0282）
4.McClave, J. T., P. G. Benson, and T. Sincich (2005). Statistics for Business and Economics, 9th ed., Pearson Prentice Hall, New Jersey, U. S. A.（國內代理：華泰文化；電話：2162-1217）
5.Weiers, Ronald M. (2005), Introduction to Business Statistics, 5th ed., Duxbury, Belmont, CA, U.S.A. (國內代理：華泰文化；電話：2162-1217）
電腦套裝軟體：
Minitab、SAS、SPSS或Excel等（助教決定）。
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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. |
Final Exam |
40% |
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2. |
Midterm Exam |
40% |
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3. |
Attendance and Participation |
5% |
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4. |
實習課成績 |
15% |
包含作業及兩次小考，由助教評分 |
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週次 |
日期 |
單元主題 |
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第1週 |
2/23 |
上學期課程內容Review |
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第2週 |
3/02 |
上學期課程內容Review |
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第3週 |
3/09 |
Chap. 11: Analysis of Variance |
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第4週 |
3/16 |
Chap. 11: Analysis of Variance |
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第5週 |
3/23 |
Chap. 12: Chi-Square Applications |
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第6週 |
3/30 |
Chap. 12: Chi-Square Applications |
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第7週 |
4/06 |
Holiday |
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第8週 |
4/13 |
Chap. 13: Simple Linear Regression |
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第9週 |
4/20 |
Chap. 13: Simple Linear Regression |
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第10週 |
4/27 |
Midterm Exam |
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第11週 |
5/04 |
Chap. 14: Multiple Regression |
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第12週 |
5/11 |
Chap. 14: Multiple Regression |
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第13週 |
5/18 |
Chap. 14: Multiple Regression |
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第14週 |
5/25 |
Chap. 15: Model Building |
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第15週 |
6/01 |
Chap. 15: Model Building |
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第16週 |
6/08 |
Chap. 16: Time-Series Forecasting
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第17週 |
6/15 |
Chap. 16: Time-Series Forecasting |
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第18週 |
6/22 |
Final Exam |
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