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- School of Science
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School of Engineering
- Undergraduate major in Mechanical Engineering
- Undergraduate major in Systems and Control Engineering
- Undergraduate major in Electrical and Electronic Engineering
- Undergraduate major in Information and Communications Engineering
- Undergraduate major in Industrial Engineering and Economics
- Common courses
- School of Materials and Chemical Technology
- School of Computing
- School of Life Science and Technology
- School of Environment and Society
- 工学院，物質理工学院，環境・社会理工学院共通科目
- Liberal arts and basic science courses
- First-Year Courses
- School of Science
- School of Engineering
- School of Materials and Chemical Technology
- School of Computing
- School of Life Science and Technology
-
School of Environment and Society
- Department of Architecture and Building Engineering
- Department of Civil and Environmental Engineering
- Department of Transdisciplinary Science and Engineering
- Department of Social and Human Sciences
- Department of Innovation Science
- Graduate major in Technology and Innovation Management
- Common courses
- Liberal arts and basic science courses
- Academic unit or major
- Graduate major in Civil Engineering
- Instructor(s)
- Yoshimura Chihiro
- Class Format
- Lecture
- Media-enhanced courses
- Day/Period(Room No.)
- Tue5-6(M112) Fri5-6(M112)
- Group
- -
- Course number
- CVE.G402
- Credits
- 2
- Academic year
- 2017
- Offered quarter
- 4Q
- Syllabus updated
- 2017/3/17
- Lecture notes updated
- 2018/1/26
- Language used
- English
- Access Index
-
Lecture
Lecture 1 Guidance
2017.12.1(Fri.) 5-6Session
Supplementary document(381KB)
Lecture
Lecture 2 Probability distribution
2017.12.5(Tue.) 5-6Session
Lecture
Lecture 3 Hypothesis test
2017.12.8(Fri.) 5-6Session
Lecture
Lecture 4 t-test and data transformation
2017.12.12(Tue.) 5-6Session
Lecture
Lecture 5 Simple regression analysis
2017.12.15(Fri.) 5-6Session
Lecture
Lecture 6 Multiple regression analysis
2017.12.19(Tue.) 5-6Session
Lecture
Lecture 7 Analysis of variance (ANOVA)
2017.12.22(Fri.) 5-6Session
Lecture
Lecture 8 Mid-term exercise
2018.1.5(Fri.) 5-6Session
Lecture
Lecture 9 Other regression models
2018.1.9(Tue.) 5-6Session
Lecture
Lecture 10 Multivariate exploratory technique (1) Ordination, principle component analysis
2018.1.16(Tue.) 5-6Session
Lecture
Lecture 11 Multivariate exploratory technique (2) Cluster analysis
2018.1.19(Fri.) 5-6Session
Lecture
Lecture 12 Diversity measure
2018.1.23(Tue.) 5-6Session
Lecture
Lecture 13 Time series analysis
2018.1.26(Fri.) 5-6Session
Lecture
Lecture 14 Machine learning
2018.1.30(Tue.) 5-6Session
Lecture
Lecture 15 Risk assessment
2018.2.6(Tue.) 5-6Session
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