回 | 項目 | 内容 |
第1回 | Sampling and Estimation (1) | Introduction to this course will be given. As the foundation of inferential statistics, basic theories of probability and sampling will be explained. No advance study is needed. |
第2回 | Sampling and Estimation (2)
| Concepts of estimation and sampling errors, including confidence level and confidence interval, will be explained. Exercises will be given. Read the handouts distributed in advance. |
第3回 | Statistical Testing (1) | Concepts and methods of statistical testing will be explained. Read the handouts distributed in advance. |
第4回 | Statistical Testing (2) | Different types of probability functions will be explained. Students will learn how to apply them in real examples. Read the handouts distributed in advance. |
第5回 | Regression Models (1) | Concepts and methods of regression models will be explained. Read the handouts distributed in advance.
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第6回 | Regression Models (2)
| Exercises on regression models will be given. Read the handouts distributed in advance. |
第7回 | Time Series Analysis | Time series analysis including seasonal adjustment will be explained. Read the handouts distributed in advance.
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第8回 | National Accounts (1) | The framework of national accounts will be explained. Students will study how to analyze labor statistics. Read the handouts distributed in advance. |
第9回 | National Accounts (2)
| Basic concepts of purchasing power parities and real GDP will be explained. Read the handouts distributed in advance.
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第10回 | National Accounts (3) | Exercises will be given. Review the two previous lessons in advance. |
第11回 | International Trade and Balance of Payments
| The framework of International Trade and Balance of Payjments Statistics will be explained. In the exercise, students will analyze such statistics. |
第12回 | Poverty and Inequality (1) | Concepts of poverty and inequality statistics will be explained. Read the handouts distributed in advance. |
第13回 | Poverty and Inequality (2) | Exercise will be given. Review the previous lesson in advance. |
第14回 | Questions and Answers | Review and Overall Discussion
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第15回 | Summary and Conclusions
| The points of 1-14th lessons will be summarized. |