國立中山大學 111學年度第1學期 課程教學大綱
National Sun Yat-sen University 111Academic year1st Semester Course syllabus
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中文名稱 Course name(Chinese) |
政治學數量資料分析 |
課號 Course Code |
IPS706 |
英文名稱 Course name(English) |
POLITICAL SCIENCE QUANTITATIVE DATA ANALYSIS |
課程類別 Type of the course |
講授類 | 必選修 Required/Selected | 選修 |
系所 Dept./faculty |
政治學研究所博士班 |
授課教師 Instructor |
張晉赫
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學分 Credit |
3 |
因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,授課方式調整如下: |
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因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,評分方式調整如下: |
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1.Classroom participation:20% 2.Home work:20% 3.Mid-term assignment:30% 4.Final assignment:30%
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課程大綱 Course syllabus |
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This course introduces students to statistical techniques and their application to problems in the social sciences. It teaches how to (1) read and understand an empirical research paper, (2) implement appropriate models with relevant data in computer code, (3) interpret the results, and most importantly (4) explain the results to someone unfamiliar with quantitative background.
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課程目標 Objectives |
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This course introduces students to statistical techniques and their application to problems in the social sciences. It teaches how to (1) read and understand an empirical research paper, (2) implement appropriate models with relevant data in computer code, (3) interpret the results, and most importantly (4) explain the results to someone unfamiliar with quantitative background.
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授課方式 Teaching methods |
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Lecture, lab tutorial, and presentation
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評分方式﹝評分標準及比例﹞Evaluation (Criteria and ratio)等第制單科成績對照表 letter grading reference
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1.Classroom participation:20% 2.Homework:20% 3.Mid-term assignment:30% 4.Final assignment:30%
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參考書/教科書/閱讀文獻 Reference book/ textbook/ documents
〔請遵守智慧財產權觀念,不可非法影印。教師所提供之教材供學生本人自修學習使用,不得散播及做為商業用途〕
No copies for intellectual property rights. Textbooks provided by the instructor used only for self-study, can not broadcast or commercial use
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序號 | 作者 | 書名 | 出版社 | 出版年 | 出版地 | ISBN# | No. | Auther | Title | Publisher | Year of publish | Publisher place | ISBN# | 1 | Bailey, Michael A | Real stats : using econometrics for political science and public policy | Oxford University Press | 2021 | | | 2 | Kellstedt, Paul M. and Guy D. Whitten | The Fundamentals of Political Science Research | Cambridge University Press | 2018 | | |
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彈性暨自主學習規劃 Alternative learning periods
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每週課程內容及預計進度 Weekly scheduled progress |
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週次 | 日期 | 授課內容及主題 | Week | Date | Content and topic | 1 | 2022/09/04~2022/09/10 | Introduction | 2 | 2022/09/11~2022/09/17 | Descriptive statistics | 3 | 2022/09/18~2022/09/24 | Data visualization | 4 | 2022/09/25~2022/10/01 | Ordinary least squares | 5 | 2022/10/02~2022/10/08 | Multivariate linear regression | 6 | 2022/10/09~2022/10/15 | Dummy variable | 7 | 2022/10/16~2022/10/22 | Interaction | 8 | 2022/10/23~2022/10/29 | Mid-term | 9 | 2022/10/30~2022/11/05 | Model specification | 10 | 2022/11/06~2022/11/12 | Binary dependent variable | 11 | 2022/11/13~2022/11/19 | Cross-sectional data | 12 | 2022/11/20~2022/11/26 | Panel data | 13 | 2022/11/27~2022/12/03 | Causality | 14 | 2022/12/04~2022/12/10 | Instrument variable | 15 | 2022/12/11~2022/12/17 | Discovery and Prediction | 16 | 2022/12/18~2022/12/24 | Final | 17 | 2022/12/25~2022/12/31 | Self-study (1) | 18 | 2023/01/01~2023/01/07 | Self-study (2) |
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課業討論時間 Office hours |
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時段1 Time period 1: 時間 Time:星期一1-3PM 地點 Office/Laboratory:SS4015-2 時段2 Time period 2: 時間 Time:星期二1-3PM 地點 Office/Laboratory:SS4015-2
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系所學生專業能力/全校學生基本素養與核心能力 basic disciplines and core capabilitics of the dcpartment and the university |
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系所學生專業能力/全校學生基本素養與核心能力 basic disciplines and core capabilities of the department and the university | 課堂活動與評量方式 Class activities and evaluation | 本課程欲培養之能力與素養 This course enables students to achieve. | 紙筆考試或測驗 Test. | 課堂討論︵含個案討論︶ Group discussion (case analysis). | 個人書面報告、作業、作品、實驗 Indivisual paper report/ assignment/ work or experiment. | 群組書面報告、作業、作品、實驗 Group paper report/ assignment/ work or experiment. | 個人口頭報告 Indivisual oral presentation. | 群組口頭報告 Group oral presentation. | 課程規劃之校外參訪及實習 Off-campus visit and intership. | 證照/檢定 License. | 參與課程規劃之校內外活動及競賽 Participate in off-campus/ on-campus activities and competitions.
| 課外閱讀 Outside reading. | ※系所學生專業能力 Basic disciplines and core capabilities of the department | |
1.回顧與批判政治學相關議題與研究方法 1. To understand basic topics and research methodology in political science. | V | V | | V | | | | | | | | 2.回顧與批判政治學主要領域的核心概念 2. To review and criticize core concepts in major fields of political science | | | | | | | | | | | | 3.理論或方法的創新 3. Theoretical or methodological innovation. | V | V | | V | | | | | | | | 4.面對知識霸權的批判能力 4. The ability to challenge and reflect on theories when facing hegemonic knowledge. | | | | | | | | | | | | 5.獨立自主的研究能力 5. The ability to conduct researches independently. | | | | | | | | | | | | 6.參與研究計畫的能力 6. The ability to participate in research projects. | | | | | | | | | | | | 7.解決實務問題的能力 7. The ability to identify and deal with practical problems. | | | | | | | | | | | | 8.跨文化交流的能力 8. The ability of cross-cultural interaction. | | | | | | | | | | | | 9.申請國內外進修 9. Apply for domestic and foreign advanced studies. | | | | | | | | | | | | 10.參與國際計劃或會議 10. Participate in international projects and meetings. | | | | | | | | | | | | 11.投稿外文期刊 11. Publication of foreign journals. | | | | | | | | | | | | ※全校學生基本素養與核心能力 Basic disciplines and core capabilities of the university | |
1.表達與溝通能力。 1. Articulation and communication skills | V | V | | V | | | | | | | | 2.探究與批判思考能力。 2. Inquisitive and critical thinking abilities | | | | | | | | | | | | 3.終身學習能力。 3. Lifelong learning | | | | | | | | | | | | 4.倫理與社會責任。 4. Ethnics and social responsibility | | | | | | | | | | | | 5.美感品味。 5. Aesthetic appreciation | | | | | | | | | | | | 6.創造力。 6. Creativity | | | | | | | | | | | | 7.全球視野。 7. Global perspective | | | | | | | | | | | | 8.合作與領導能力。 8. Team work and leadership | | | | | | | | | | | | 9.山海胸襟與自然情懷。 9. Broad-mindedness and the embrace of nature | | | | | | | | | | | |
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本課程與SDGs相關項目:The course relates to SDGs items: |
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本課程校外實習資訊: This course is relevant to internship: |
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