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 |
2MF3066601
|
| 授業開講年度 Year of Class |
2024年度
|
| 授業形態 Course Mode |
講義(対面授業)
|
| 授業名称 Class Name |
KC3038Advanced Research Analysis
|
| テーマ Theme |
|
| 科目名 Name of Subject |
KC3038Advanced Research Analysis
|
英字科目名
English Name of Subject |
KC3038Advanced Research Analysis
|
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
|
知識・理解
|
Basic academic skills
|
|
| 知識・理解
|
General academic skills
|
◎
|
| 汎用的技能
|
Communication in multiple languages
|
|
| 汎用的技能
|
Ability to analyse Japan's role in a globalizing society
|
|
| 態度・志向性
|
Leadership
|
|
| 態度・志向性
|
Humanity capable of forging transcultural human relations
|
|
| 態度・志向性
|
Ability to use language skills to engage in group projects
|
|
| 統合的な学習経験と創造的思考力
|
Ability to analyse problems that arise in global society and search for solutions to them
|
|
| 科目単位数 Credit |
2
|
| 履修期 Term |
秋学期
|
| 教員氏名 Name of Teacher |
李 嬋娟
|
| 開講キャンパス Campus |
横浜
|
| 曜時 Day and Period |
火曜４時限(秋学期)
|
| 授業概要 Course Description |
This course is for students who plan to use the "advanced data analysis" for their graduation thesis using the data-set collected by professionals. Pre-requisite is "Quantitative Methods (QM)". If you have not taken QM, consult with me in advance through email. Students will mainly learn how to collect, organize, analyze, and interpret the data for graduation thesis.
|
| 到達目標 Class Goals |
1) To learn how to conduct a multivariate regression
2) To argue statistical fallacies and accurately use the statistical methods
3) To apply the important concepts and the logic of quantitative methods to data analysis
|
| 授業言語 Language |
英語
|
| アクティブ・ラーニング Active Learning |
アクティブ・ラーニング対応
|
授業計画
Daily Class Schedule
|
|
【第1回】
|
授業内容
Content/Topic
|
Ⅰ．Research Question and Finding Data
【Week1】Introduction to the course
|
予習内容
Preparation for Class
|
Review lecture slides of Quantitative Methods. Statistical concepts and principles will be used throughout the class.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第2回】
|
授業内容
Content/Topic
|
【Week2】Choosing a topic and setting up a hypothesis
|
予習内容
Preparation for Class
|
Review lecture slides of Quantitative Methods. Statistical concepts and principles will be used throughout the class.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第3回】
|
授業内容
Content/Topic
|
【Week3】Reviewing related academic papers
|
予習内容
Preparation for Class
|
Review lecture slides of Quantitative Methods. Statistical concepts and principles will be used throughout the class.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第4回】
|
授業内容
Content/Topic
|
【Week4】How to find the survey data for your topic
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第5回】
|
授業内容
Content/Topic
|
Ⅱ．Research Methodology
【Week5】Data Cleaning
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第6回】
|
授業内容
Content/Topic
|
【Week6】Creating variables
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第7回】
|
授業内容
Content/Topic
|
【Week7】Numerical descriptions of data
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第8回】
|
授業内容
Content/Topic
|
【Week8】Correlation and graphical display
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第9回】
|
授業内容
Content/Topic
|
【Week9】Understanding an economic model
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第10回】
|
授業内容
Content/Topic
|
【Week10】Hypothesis testing
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第11回】
|
授業内容
Content/Topic
|
Ⅲ．Interpretation
【Week11】Cautions about the interpretation of a causal relationship
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第12回】
|
授業内容
Content/Topic
|
【Week12】Implications of statistical results in a policy context
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第13回】
|
授業内容
Content/Topic
|
【Week13】Presentation and consultation
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第14回】
|
授業内容
Content/Topic
|
【Week14】Report and consultation
|
予習内容
Preparation for Class
|
Read the assigned readings and find articles for your own topic.
|
目安時間
Hours
|
2 時間
|
復習内容
Review of Class
|
You have to submit a weekly assignment on time after reviewing lecture slides. You have to review my comments in your weekly assignments and reflect them on your final report.
|
目安時間
Hours
|
2 時間
|
|
【第15回】
|
授業内容
Content/Topic
|
【Week15】Special Study Day
|
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 |
I would recommend you to consult with me before the registration if you are not sure whether to use advanced data analysis for your thesis.
|
| 教科書 Texts |
Lecture notes and reading materials will be distributed in class.
|
| 参考書 Reference Books |
Reading packs will be uploaded to the course Web.
The list of references will be provided in class.
|
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%)
|
| 関連URL Related URL |
|
| 備考 Notes |
Daily class schedule and class activities can be adjusted depending on students' performance.
|
| 添付ファイルの注意事項 Notice |
|
| 更新日時 Date of Update |
2024年03月19日 15時00分56秒
|