課程資訊
課程名稱
 統計學一上
Statistics (Ⅰ)(1) 
開課學期
 104-1 
授課對象
 會計學系  
授課教師
 廖珮真 
課號
 Acc2007 
課程識別碼
 702 20111 
班次
 02 
學分
 3 
全/半年
 全年 
必/選修
 必修 
上課時間
 星期二7,8,9(14:20~17:20) 
上課地點
 管二202 
備註
 週一為實習課(第5節、第6節)，分2班上課。實習課教室：管一大電腦教室。
限本系所學生(含輔系、雙修生)
總人數上限：90人 
Ceiba 課程網頁
 http://ceiba.ntu.edu.tw/1041Acc2007_02 
課程簡介影片
 
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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. 

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. 
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.
 
預期每週課後學習時數
  
Office Hours
 每週四 14:30~16:30 
指定閱讀
 Keller, Gerald (2012), Managerial Statistics, 9th edition, South-Western. （國內代理：滄海書局；電話：2226-3101） 
參考書目
 1. 林惠玲、陳正倉（2009），統計學：方法與應用，第四版上冊，雙葉書廊（電話：2368-4198）。
2. Black, Ken (2011), Applied Business Statistics: Making better business Decisions, 6th edition, Wiley Company. （國內代理：雙葉書廊；電話：2368-4198）
3. Berenson, M.L., D. M. Levine, and T. C. Krehbiel (2012), Basic Business Statistics: Concepts and Applications, 12th ed., Pearson Prentice Hall, New Jersey, U.S.A.（國內代理：華泰文化；電話：2162-1217）
4. 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）
 
評量方式
(僅供參考)
  
No.
項目
百分比
說明
1. 
 Final Exam 
40% 
  
2. 
 Midterm Exam 
35% 
  
3. 
 實習課成績  
20% 
 包含作業及兩次小考，由助教評分 
4. 
 Attendance and Participation 
5% 
  
 
課程進度
週次
日期
單元主題
Week 1
 09/15  Chap. 1: What is statistics?
Chap. 2: Graphical and Tabular Descriptive Techniques
 
Week 2
 09/22  -No Class- 
Week 3
 09/29  Chap. 3: Art and Science of Graphical Presentations;
Chap. 4: Numerical Descriptive Techniques
 
Week 4
 10/06  Chap. 4: Numerical Descriptive Techniques 
Week 5
 10/13  Chap. 5: Data Collection and Sampling
Chap. 6: Probability
 
Week 6
 10/20  Chap. 6: Probability 
Week 7
 10/27  Chap. 7: Discrete Probability Distributions 
Week 8
 11/03  Chap. 8: Continuous Probability Distributions; Quiz I 
Week 9
 11/10  Chap. 8: Continuous Probability Distributions 
Week 10
 11/17  Midterm Exam (Chapters. 1~8) 
Week 11
 11/24  Chap. 9: Sampling Distributions 
Week 12
 12/01  Chap. 9: Sampling Distributions;
Chap. 10: Estimation  
Week 13
 12/08  Chap. 11: Hypothesis Testing  
Week 14
 12/15  Chap. 11: Hypothesis Testing 
Week 15
 12/22  Chap. 11: Hypothesis Testing;
Chap. 12: Inference about a Population 
Week 16
 12/29  Chap. 12: Inference about a Population; Quiz II 
Week 17
 01/05  Chap. 12: Inference about a Population 
Week 18
 01/12  Final Exam (Chapters. 9~12 and Chap. 8: t distribution and Chi-square distribution)