課程名稱 |
統計學一下 Statistics (Ⅰ)(2) |
開課學期 |
103-2 |
授課對象 |
工商管理系企業管理組英文專班 |
授課教師 |
郭佳瑋 |
課號 |
BA2002 |
課程識別碼 |
701E20112 |
班次 |
02 |
學分 |
3 |
全/半年 |
全年 |
必/選修 |
必帶 |
上課時間 |
星期二2,3,4(9:10~12:10) |
上課地點 |
管二204 |
備註 |
本課程以英語授課。實習課星期三@5管一小電腦教室 總人數上限:35人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1032stat |
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 |
課程大綱
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課程概述 |
Please refer to the syllabus |
課程目標 |
Please refer to the syllabus |
課程要求 |
Please refer to the syllabus |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
1. Keller, Managerial Statistics, 9th ed, South-Western, 2012 (滄海)
2. 精準預測 (The Signal and the Noise: Why So Many Predictions Fail—but Some Don’t)
by Nate Silver |
評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
Week 1 |
2/24 |
Inference about Two Populations |
Week 2 |
3/03 |
Inference about Two Populations |
Week 3 |
3/10 |
Analysis of Variance (ANOVA) |
Week 4 |
3/17 |
Analysis of Variance (ANOVA) |
Week 5 |
3/24 |
Analysis of Variance (ANOVA) |
Week 6 |
3/31 |
Exam 1 |
Week 7 |
4/07 |
Simple Linear Regression |
Week 8 |
4/14 |
Simple Linear Regression/ Multiple Regression |
Week 9 |
4/21 |
Multiple Regression |
Week 10 |
4/28 |
Regression Analysis: model building |
Week 11 |
5/05 |
Chi-square Test |
Week 12 |
5/12 |
Exam 2 |
Week 13 |
5/19 |
Time Series Analysis and Forecasting |
Week 14 |
5/26 |
Nonparametric Methods |
Week 15 |
6/02 |
Project Discussion |
Week 16 |
6/09 |
Nonparametric Methods |
Week 17 |
6/16 |
Project Presentation |
Week 18 |
6/23 |
Exam 3 |
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