地域の計画と開発Ⅰ

前期 金曜日 ２講時 ＣＡＬＬ教室　Ｍ３０４. 単位数/Credit(s): 2. 担当教員/Instructor: 大窪 和明. 履修年度: 2024. 科目ナンバリング/Course Numbering: KIC-ABP640E. 使用言語/Language Used in Course: 英語.

科目群/Categories

大学院専門科目-国際文化研究科専門科目（ＭＣ）

授業題目/Class Subject

Regional Planning and Development I

授業の目的と概要/Object and Summary of Class

This course covers a theoretical basis for analyzing regional problems toward sustainable development. Students will learn basic mathematical programming and statistical analysis through exercises using free software.

学修の到達目標/Goal of Study

Students will be able to do the following,
- Understand the basic concepts of mathematical programming and statistical analysis.
- Apply the standard mathematical programming and regression analysis using a programming language.

授業内容・目的・方法/Contents and progress schedule of class-授業計画

This course provides a theoretical basis and methods for optimization and data analysis toward application to sustainable development.

Orientation

Linear Programming (1)

Linear Programming (2)

Nonlinear Programming (1)

Nonlinear Programming (2)

Exercise: Optimization

Regression (1)

Regression (2)

Regression (3)

Regression (4)

Exercise: Regression

Experiment and Quasi experiment (1)

Experiment and Quasi experiment (2)

Experiment and Quasi experiment (3)

Final Examination

成績評価方法/Evaluation Method

Class participation, presentations and the term paper.

教科書および参考書/Textbook and references

Nicholson, W. and Snyder,C., Theory and Application of Intermediate Microeconomics, South-Western Cengage Learning.
Stock, J.H. and Watson, M.W., Introduction to Econometrics, Pearson Education

授業時間外学修/Preparation and Review

Students are requested to produce handouts and/or PPTs.

その他/In addition

N.A.