Course title
H06406002
Applied Statistics

 iwakura seiji Click to show questionnaire result at 2018
Course description
This course gives an introduction to probability and statistics on civil engineering applications. The course focuses on probability theory and its applications which are some probability distiributions, hypothesis testing and regression analysis. Students study some statistical analyses using Excel in a self-learning.
Purpose of class
Understand probability theory and statistics on civil engineering applications.
Goals and objectives
  1. Students should be able to calculate average, variance and standard deviation.
  2. Students should be able to calculate probability functions ( normal distiribution, log-normal distribution, extremal value distribution, poisson distribution).
  3. Students should be able to calculate hypothesis testing .
Language
Japanese
Class schedule

 Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. Introduction To read the material in this course 5minutes
2. Fundamental statistics such as average value, variance and standard deviation. To read the material in this course 45minutes
3. Fundamental statistics such as average value, variance and standard deviation. To read the material in this course 45minutes
4. Fundamental statistics such as average value, variance and standard deviation. To read the material in this course 45minutes
5. Probability distributions and density functions To read the material in this course 45minutes
6. Probability distributions and density functions To read the material in this course 90minutes
7. Probability distributions and density functions To read the material in this course 45minutes
8. Probability distributions and density functions To read the material in this course 45minutes
9. Hypothesis testing using t test. To read the material in this course． 45minutes
10. Hypothesis testing using t test. To read the material in this course 45minutes
11. Hypothesis testing using chi-square test. To read the material in this course 45minutes
12. Correlation analysis To read the material in this course 45minutes
13. Regression analysis To read the material in this course 45minutes
14. Final examination Good Luck with your studies 90minutes
Total. - - 680minutes
Relationship between 'Goals and Objectives' and 'Course Outcomes'

 assignment Final examination Total.
1. 10% 20% 30%
2. 10% 30% 40%
3. 10% 20% 30%
Total. 30% 70% -
Evaluation method and criteria
Final examination 70% and assignment 30%
Textbooks and reference materials
Hand out on share folder and text book for statistic analysis using EXCEL
Prerequisites
Understand basic usage of EXCEL
Office hours and How to contact professors for questions
  • After the lecture
Relation to the environment
Non-environment-related course
Regionally-oriented
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates a basic problem-solving skills
Active-learning course
N/A
Course by professor with work experience
Work experience Work experience and relevance to the course content if applicatable
N/A N/A
Last modified : Thu Mar 21 14:39:35 JST 2019