Course title
Course description
We can obtain various kinds of data through experiments, observations, or questionnaires.
Statistics is one of the methods to extract information from such data and understand the structure behind it.
Analysis methods for such data have become increasingly important in recent years and developed in various directions.
The contents in this class are fundamental and have been used for a long time, and its understanding is essential for handling data.
Students will learn the basic concepts and analytical methods in statistics in this class.
Purpose of class
understand the basic concepts and analytical methods in statistics.
In particular, the purposes of this class are to understand data description and summarization, probability and probability distributions, inferential statistics, and linear models and to be able to apply them to data.
Goals and objectives
  1. Understand the description and summary of data.
  2. Understand probability, probability distributions, and their relationship to data.
  3. Understand and apply inferential statistics to data.
  4. Understand hypothesis testing and apply it to data.
  5. Understand linear models and apply them to data.
Class schedule

Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. Data description and summary 1 Do the assignment 20minutes
2. Data Description and Summary 2 Do the assignment 20minutes
3. Probability and probability distribution 1 Do the assignment 20minutes
4. Probability and Probability Distribution 2 Do the assignment 20minutes
5. Statistical Estimation Do the assignment 20minutes
6. Distributions and Statistical Estimation 1 Do the assignment 20minutes
7. Mid-term exam Review of 1~6 150minutes
Exam Review 30minutes
8. 分Distributions and Statistical Estimation 2 Do the assignment 20minutes
9. Statistical Hypothesis Testing 1 Do the assignment 20minutes
10. Statistical Hypothesis Testing 2, Data Description and Summary 3 Do the assignment 20minutes
11. Linear Model Analysis1 Do the assignment 20minutes
12. Linear Model Analysis 2 Do the assignment 20minutes
13. Other Analysis Methods Do the assignment 20minutes
14. Final exam Review of 8~13 175minutes
Exam Review 30minutes
Total. - - 625minutes
Relationship between 'Goals and Objectives' and 'Course Outcomes'

Assignments Mid-term exam Final exam Total.
1. 8% 12% 20%
2. 8% 12% 20%
3. 8% 6% 6% 20%
4. 8% 12% 20%
5. 8% 12% 20%
Total. 40% 30% 30% -
Evaluation method and criteria
Assignments and examinations will be based on questions of the level 2 of the Statistics Proficiency Test.

Students will be required to pass the exam with a score of 60 points or higher out of a total of 100 points (40% for the assignment and 60% for the exam).
Textbooks and reference materials
統計学基礎 日本統計学会編 東京図書
Office hours and How to contact professors for questions
  • 各担当の先生に聞くこと
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates an ability for utilizing knowledge
Active-learning course
Most classes are interactive
Course by professor with work experience
Work experience Work experience and relevance to the course content if applicable
N/A 該当しない
Education related SDGs:the Sustainable Development Goals
Last modified : Sun Apr 10 04:03:49 JST 2022