Course Syllabus

Course Information：

Year-Semester Course Number Course Name Phase Credits Hours Required/Elective Instructor Class Student NO. Withdraw Note

Spring Semester
Year 2025 342836 Environmental Statistics and Econometrics 1 3.0 3 ★ Chiang Hsieh, Lin-Han GEEM 24 0 全英文授課

Year-Semester	Course Number	Course Name	Phase	Credits	Hours	Required/Elective	Instructor	Class	Student NO.	Withdraw	Note
Spring Semester Year 2025	342836	Environmental Statistics and Econometrics	1	3.0	3	★	Chiang Hsieh, Lin-Han	GEEM	24	0	全英文授課

Course Plan：

Instructor Chiang Hsieh, Lin-Han　Office Hours

Email chianghsieh@ntut.edu.tw

Last Updated 2024-12-16 13:57:59

Course Objective 本課程介紹統計學、計量經濟學之基本概念，旨在培養學生理解數據、進而分析數據能力。課程理論與實務並重，採理論講授、上機實作交替方式進行，確保學生在實務上應用統計理論之能力。透過修習本課程，學生可將統計概念應用於自然科學領域之實驗數據整理，或社會科學領域之巨量資料分析，培養具備跨領域問題分析能力之學生。 This course aims to develop the ability to understand and analyze environmental problems through the basic concept of statistics and econometrics. Both lectures regarding theories and practical lessons on computer are included in this course to make sure students’ ability of application in the future. Skills taught in this course can be applied in both natural science and social science, thus enhancing students’ interdisciplinary potential.

Course Schedule 1. Introduction of software 2. Preparation of software environment 3. Descriptive statistics 4. Normal distribution 5. Standardization 6. Statistical inference 7. Hypothesis testing 8. Correlation 9. Simple linear regression 10. Simple linear regression practice 11. Coefficient interpretation 12. R2 & residual 13. Multivariate regression 14. Regression practice 15. Causal relationship 16. Nonlinear & interaction 17. Examination

Evaluation and grading policy Assignment 30% Midterm 30% Final 40%

Materials All right reserved. Do not reproduce without permission.

Foreign-language textbooks:No
Self-made material

The access to curricular consultation chianghsieh@ntut.edu.tw

The course corresponds to the SDGs SDG11：永續城市與社區（Sustainable Cities and Communities）

Note
　

Instructor	Chiang Hsieh, Lin-Han　Office Hours
Email	chianghsieh@ntut.edu.tw
Last Updated	2024-12-16 13:57:59
Course Objective	本課程介紹統計學、計量經濟學之基本概念，旨在培養學生理解數據、進而分析數據能力。課程理論與實務並重，採理論講授、上機實作交替方式進行，確保學生在實務上應用統計理論之能力。透過修習本課程，學生可將統計概念應用於自然科學領域之實驗數據整理，或社會科學領域之巨量資料分析，培養具備跨領域問題分析能力之學生。 This course aims to develop the ability to understand and analyze environmental problems through the basic concept of statistics and econometrics. Both lectures regarding theories and practical lessons on computer are included in this course to make sure students’ ability of application in the future. Skills taught in this course can be applied in both natural science and social science, thus enhancing students’ interdisciplinary potential.
Course Schedule	1. Introduction of software 2. Preparation of software environment 3. Descriptive statistics 4. Normal distribution 5. Standardization 6. Statistical inference 7. Hypothesis testing 8. Correlation 9. Simple linear regression 10. Simple linear regression practice 11. Coefficient interpretation 12. R2 & residual 13. Multivariate regression 14. Regression practice 15. Causal relationship 16. Nonlinear & interaction 17. Examination
Evaluation and grading policy	Assignment 30% Midterm 30% Final 40%
Materials	All right reserved. Do not reproduce without permission. Foreign-language textbooks:No Self-made material
The access to curricular consultation	chianghsieh@ntut.edu.tw
The course corresponds to the SDGs	SDG11：永續城市與社區（Sustainable Cities and Communities）
Note