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課程名稱 |
統計學暨實習
Statistics with Recitation |
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開課學期 |
112-1 |
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授課對象 |
經濟學系 |
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授課教師 |
李宗穎 |
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課號 |
ECON2022 |
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課程識別碼 |
303E20050 |
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班次 |
03 |
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學分 |
4.0 |
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全/半年 |
半年 |
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必/選修 |
必修 |
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上課時間 |
星期二6,7(13:20~15:10)星期三2,3,4(9:10~12:10) |
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上課地點 |
社科501社科502 |
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備註 |
本課程以英語授課。二67為實習課。
總人數上限：80人
外系人數限制：5人 |
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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 |
This course introduces students to the discipline of statistics as a science of understanding and analyzing data. Throughout the semester, students will learn how to effectively make use of data in the face of uncertainty. We will discuss how to collect, analyze, and use data to make inferences and conclusions about real world phenomena. Emphasis will be placed on intuitive understanding rather than on rigorous arguments. We will be illustrating concepts with applications in various fields. |
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課程目標 |
The goal of this course is to prepare students for data collection and analysis. |
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課程要求 |
Class participation, homework, quizzes, exams |
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預期每週課後學習時數 |
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Office Hours |
另約時間 |
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參考書目 |
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指定閱讀 |
Diez, D. M., Barr, C. D., & Cetinkaya-Rundel, M. (2019). OpenIntro Statistics: Fourth Edition. PDF available for free at https://leanpub.com/openintro-statistics.
Rosling, H., Rosling, O., & Rönnlund, A. R. (2018). Factfulness: Ten Reasons We're Wrong About the World--and Why Things Are Better Than You Think. |
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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. |
Quiz |
30% |
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2. |
Midterm |
30% |
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3. |
Final |
40% |
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針對學生困難提供學生調整方式 |
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上課形式 |
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作業繳交方式 |
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考試形式 |
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其他 |
由師生雙方議定 |
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週次 |
日期 |
單元主題 |
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第1週 |
9/05,9/06 |
Introduction to Data |
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第2週 |
9/12,9/13 |
Summarizing Data |
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第3週 |
9/19,9/20 |
Probability |
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第4週 |
9/26,9/27 |
Distribution of Random Variables |
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第5週 |
10/03,10/04 |
Foundations for Inference (I) |
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第6週 |
10/10,10/11 |
Double Tenth Day (no class) |
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第7週 |
10/17,10/18 |
Foundations for Inference (II) |
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第8週 |
10/24,10/25 |
Midterm exam |
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第9週 |
10/31,11/01 |
Inference for Categorical Data (I) |
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第10週 |
11/07,11/08 |
Inference for Categorical Data (II) |
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第11週 |
11/14,11/15 |
R Review |
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第12週 |
11/21,11/22 |
Inference for Numerical Data (I) |
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第13週 |
11/28,11/29 |
Inference for Numerical Data (II) |
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第14週 |
12/05,12/06 |
Introduction to Linear Regression (I) |
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第15週 |
12/12,12/13 |
Introduction to Linear Regression (II) |
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第16週 |
12/19,12/20 |
Final Exam |
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