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課程名稱 |
統計學與計量經濟學暨實習上
Statistics and Econometrics with Recitation(1) |
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開課學期 |
107-1 |
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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 |
ECON2014 |
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課程識別碼 |
303E26611 |
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班次 |
03 |
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學分 |
4.0 |
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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 |
星期二8,9(15:30~17:20)星期三2,3,4(9:10~12:10) |
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上課地點 |
社科501社科406 |
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備註 |
本課程以英語授課。二89為實習課。
總人數上限：60人
外系人數限制：20人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1071ECON2014_03 |
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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, 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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指定閱讀 |
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參考書目 |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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Week 1 |
Sep 12 |
(No class) |
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Week 2 |
Sep 19 |
Introduction to Data |
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Week 3 |
Sep 26 |
Probability |
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Week 4 |
Oct 3 |
Probability |
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Week 5 |
Oct 10 |
(No class) |
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Week 6 |
Oct 17 |
Distribution of Random Variables |
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Week 7 |
Oct 24 |
Foundations for Inference |
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Week 8 |
Oct 31 |
Foundations for Inference |
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Week 9 |
Nov 7 |
Inference for Numerical Data |
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Week 10 |
Nov 14 |
Inference for Numerical Data |
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Week 11 |
Nov 21 |
Midterm Exam |
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Week 12 |
Nov 28 |
Inference for Categorical Data |
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Week 13 |
Dec 5 |
Inference for Categorical Data |
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Week 14 |
Dec 12 |
Introduction to Linear Regression |
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Week 15 |
Dec 19 |
Introduction to Linear Regression |
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Week 16 |
Dec 26 |
Multiple Regression |
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Week 17 |
Jan 2, 2019 |
Multiple Regression |
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