シラバス参照
シラバス参照
| 科目一覧へ戻る | 2024/01/31 現在 |
| 科目名／Subject | 実証研究入門 |
|---|---|
| 担当教員（所属）／Instructor | 小野塚 祐紀(商学部) |
| 授業科目区分／Category | 昼間コース 学科別専門科目 |
| 開講学期／Semester | 2023年度／Academic Year 後期／Fall Semester |
| 開講曜限／Class period | 月/Mon 4,月/Mon 5 |
| 対象所属／Eligible Faculty | 指定なし |
| 配当年次／Years | 2年,3年,4年 |
| 単位数／Credits | 0.0 |
| 研究室番号／Office | 小野塚 祐紀(1号館441室) |
| オフィスアワー／Office hours |
小野塚 祐紀(前期：月曜15:00-16:00 後期：月曜13:00-14:00) |
| 更新日／Date of renewal | 2023/02/28 | ||
|---|---|---|---|
| 授業の目的・方法 ／Course Objectives and method |
This course is intended to learn basic knowledge on causal inference. We will cover major methods for causal inference: IV, RCT, RDD, DID. Lectures will mostly follow Angrist & Pischke (2015). | ||
| 達成目標 ／Course Goals |
Students will 1) understand differences between spurious correlation and causal relationship 2) acquire basic knowledge on major methods for causal inference |
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| 授業内容 ／Course contents |
Week 1 (1, 2): Introduction, Causal effect (first half of Ch.1 of Angrist & Pischke, 2015) Week 2 (3, 4): Inference (Ch.1 Appendix) Week 3 (5, 6): Linear regression Week 4 (7,8): Randomized Control Trial (second half of Ch.1) Week 5 (9, 10): Instrumental Variable method (Ch.3) Week 6 (11, 12): Regression Discontinuity Design (Ch.4) Week 7 (13, 14): Difference-in-Differences (Ch.5) Week 8 (15): Review |
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| 事前学修・事後学修 ／Preparation and review class |
Quizzes. Students will need to review class materials. |
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| 使用教材 ／Teaching materials |
Joshua Angrist & Jorn-Steffen Pischke. (2015). "Mastering 'Metrics: The Path from Cause to Effect". Princeton University Press. | ||
| 成績評価の方法 ／Grading |
35%: 7 Quizzes (5% each) 15%: Contribution in class 50%: Final exam |
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| 成績評価の基準 ／Grading Criteria |
100-90 A 89-80 B 79-70 C 69-60 D 0-59 F |
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| 履修上の注意事項 ／Remarks |
Having basic knowledge of statistics and econometrics is strongly recommended for your better understanding of this course. This course will be provided in English, but Japanese may be supplementary used depending on the situation. The schedule is subject to change. |
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| 実務経験者による授業 ／Courses conducted by the ones with practical experiences |
該当しない／No | ||
| 授業実施方法 ／Method of class |
①面接授業／Face-To-Face class | ||
| 遠隔授業 ／Online class |
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