授業情報
※身につく能力について
複数の学科・専攻・コースで開講されている科目は、開講を担当する学科・専攻・コースの定めた「身につく能力」を表示しているため、履修要項・大学院要覧記載の「身につく能力」とは異なるものが表示されていることがあります。
授業によっては、「身につく能力」の記載がない場合もあります。
そのため「身につく能力」については履修要項・大学院要覧も確認するようにしてください。
| 授業コード Course Code |
2MF3066500
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| 授業開講年度 Year of Class |
2024年度
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| 授業形態 Course Mode |
講義(対面授業)
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| 授業名称 Class Name |
KCGEN205Quantitative Methods/KC3031Quantitative Methods/KC2114
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| テーマ Theme |
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| 科目名 Name of Subject |
KCGEN205Quantitative Methods
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英字科目名
English Name of Subject |
Quantitative Methods
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身につく能力
Ability to be Acquired in This Class
◎=科目に最も関連する能力
〇=科目に関連する能力
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知識・理解
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Basic academic skills
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| 知識・理解
|
General academic skills
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◎
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| 汎用的技能
|
Communication in multiple languages
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| 汎用的技能
|
Ability to analyse Japan's role in a globalizing society
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| 態度・志向性
|
Leadership
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| 態度・志向性
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Humanity capable of forging transcultural human relations
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| 態度・志向性
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Ability to use language skills to engage in group projects
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| 統合的な学習経験と創造的思考力
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Ability to analyse problems that arise in global society and search for solutions to them
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|
| 科目単位数 Credit |
2
|
| 履修期 Term |
秋学期
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| 教員氏名 Name of Teacher |
李 嬋娟
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| 開講キャンパス Campus |
横浜
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| 曜時 Day and Period |
金曜２時限(秋学期)
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| 授業概要 Course Description |
This course is an introduction to statistical analysis. Students will mainly learn how to collect, organize, analyze, and interpret the data. If you want to correctly analyze the data for your graduation thesis, I strongly recommend you to take this course. This course will emphasize the importance of understanding the logic of statistical inference, rather than memorizing formulae or calculating statistics.
|
| 到達目標 Class Goals |
1) To learn the important concepts and the logic of quantitative methods
2) To argue statistical fallacies and accurately use the statistical methods
3) To use basic statistical functions of Microsoft Excel to solve statistics problems
4) To use quantitative methods for the graduation thesis
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| 授業言語 Language |
英語
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| アクティブ・ラーニング Active Learning |
アクティブ・ラーニング対応
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授業計画
Daily Class Schedule
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|
【第1回】
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授業内容
Content/Topic
|
Ⅰ．Basic concepts of statistical description
【Week1】Introduction to the course
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第2回】
|
授業内容
Content/Topic
|
【Week2】Types of Statistical Studies
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第3回】
|
授業内容
Content/Topic
|
【Week3】How to Interpret Economic Indicators
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第4回】
|
授業内容
Content/Topic
|
【Week4】Numerical Descriptions of Data
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第5回】
|
授業内容
Content/Topic
|
【Week5】Review, In-Class Discussion, and Feedback
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予習内容
Preparation for Class
|
Students need to submit the assignment and prepare for the in-class discussions and presentations.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第6回】
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授業内容
Content/Topic
|
Ⅱ．Correlation and Causality
【Week6】Correlation and Graphical Display and Straight-Line Regression
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第7回】
|
授業内容
Content/Topic
|
【Week7】Cautions about Interpretation of a Causal Relationship
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第8回】
|
授業内容
Content/Topic
|
【Week8】Excel Workshop
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第9回】
|
授業内容
Content/Topic
|
【Week9】Normal Distribution
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第10回】
|
授業内容
Content/Topic
|
【Week10】Review, In-Class Discussion, and Feedback
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予習内容
Preparation for Class
|
Students need to submit the assignment and prepare for the in-class discussions and presentations.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第11回】
|
授業内容
Content/Topic
|
Ⅲ．Hypothesis setting and testing
【Week11】Hypothesis
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第12回】
|
授業内容
Content/Topic
|
【Week12】Statistical Significance
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第13回】
|
授業内容
Content/Topic
|
【Week13】Hypothesis Testing and Interpretation of Statistical Results
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予習内容
Preparation for Class
|
Students need to complete the assigned readings and prepare questions/topics for the in-class discussion sections.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第14回】
|
授業内容
Content/Topic
|
【Week14】Review, In-Class Discussion, and Feedback
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予習内容
Preparation for Class
|
Students need to submit the assignment and prepare for the in-class discussions and presentations.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Review the problem sets used in the lecture.
|
目安時間
Hours
|
2 時間
|
|
【第15回】
|
授業内容
Content/Topic
|
【Week15】Special Study Day
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予習内容
Preparation for Class
|
Students need to review the contents of this semester.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
Students need to review their course notes comprehensively, and reflect on how the core concepts covered in this course can be integrated and applied to their everyday life.
|
目安時間
Hours
|
2 時間
|
授業に関する注意事項
Remarks for Class |
This course is in the upper division of the Economics Program. However, no knowledge of mathematics and economics is required.
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| 教科書 Texts |
Lecture notes and reading materials will be distributed in class.
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| 参考書 Reference Books |
To be uploaded to the course Web
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課題フィードバック方法区分
Assignment Feedback Method |
授業時間内に講評・解説を行う
|
課題フィードバック方法内容
Assignment Feedback Method Content |
|
成績評価の基準
Evaluation Criteria |
Assignments and class participation (50%)
Final project (50%)
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| 関連URL Related URL |
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| 備考 Notes |
Daily class schedules and class activities can be largely adjusted depending on students' performance through online lectures.
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| 添付ファイルの注意事項 Notice |
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| 更新日時 Date of Update |
2024年02月27日 14時56分29秒
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