授業の目的 【日本語】 Goals of the Course(JPN) | | |
|
授業の目的 【英語】 Goals of the Course | | | This course introduces the basic theories of probability to the students. The class aims to teach students with basic statistical skills and furthermore, applying those skills to regression models. |
|
|
到達目標 【日本語】 Objectives of the Course(JPN) | | |
|
授業の内容や構成 Course Content / Plan | | 1. Introduction and STATA
2. Data Manipulation and Descriptive Statistics I
3. Data Manipulation and Descriptive Statistics II
4. Probability I
5. Probability II
6. Probability III & Data Accumulation
7. Probability IV & Data Accumulation
8. Summary and Mid-term Exam
9. The Nature of Econometrics and Econometric Data
10. Simple Regression Model
11. Simple Regression Model II
12. Multiple Regression Model
13. Probit and Logit Model
14. Probit and Logit Model II
15. Final Summary and Final-term Exam
*Content and the schedule of the class may change. |
|
|
履修条件・関連する科目 Course Prerequisites and Related Courses | | Students have to purchase "Student license for STATA" from "COOP" to conduct necessary Quizzes and Exams for this course. See below link for the purchase:
https://software.univcoop.or.jp/search_result?unit_page%5Bkeyword%5D=STATA&commit=%E6%A4%9C%E7%B4%A2 |
|
|
成績評価の方法と基準 Course Evaluation Method and Criteria | | | Quiz 20%, Mid-term 40%, and Final-term 40% |
|
|
教科書・参考書 Textbook/Reference Book | | 1. Freedman, D., Pisani, R., and Purves, R., "Statistics," Norton.
2. Wooldridge, J, M., "Introductory Econometrics: A Modern Approach," South-western Cengage Learning.
3. STATA purchase (https://software.univcoop.or.jp/search_result?unit_page%5Bkeyword%5D=STATA&commit=%E6%A4%9C%E7%B4%A2) |
|
|
課外学習等(授業時間外学習の指示) Study Load(Self-directed Learning Outside Course Hours) | | Students need to submit quizzes prior to the next class when necessary.
Students need to purchase STATA from COOP (https://software.univcoop.or.jp/search_result?unit_page%5Bkeyword%5D=STATA&commit=%E6%A4%9C%E7%B4%A2) |
|
|
注意事項 Notice for Students | | | Office hour: Contact me through email. Email will be notified during the first class |
|
|
授業開講形態等 Lecture format, etc. | | |
|
遠隔授業(オンデマンド型)で行う場合の追加措置 Additional measures for remote class (on-demand class) | | |
|
質問への対応方法 Office hour | | |
|