Course title
401120501
Probability and Statistics

 hirose sampei Click to show questionnaire result at 2018
Course description
Probability theory is used to analyze random phenomena such as lottery, and is also very often used in engineering such as queuing theory and stochastic processes. It is also the basis for statistics and even data science.
In this class, students learn the probability theory and the statistics as its application.
Purpose of class
The purpose of this class is to understand random variables.
Goals and objectives
  1. To be able to understand probability of event, and solve problems.
  2. To be able to understand random variable, and solve problems.
  3. To be able to understand statistics, and solve problems.
Language
Japanese
Class schedule

 Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. Overview of probability and probability of event Read through the handouts before class. Review after class. 190minutes
2. Conditional probability Read through the handouts before class. Review after class. 190minutes
3. Discrete random variable Read through the handouts before class. Review after class. 190minutes
4. Examples of discrete random variable Read through the handouts before class. Review after class. 190minutes
5. Continuous random variable Read through the handouts before class. Review after class. 190minutes
6. Examples of continuous random variable Read through the handouts before class. Review after class. 190minutes
7. Midterm examination and its explanation Preparation of midterm examination. 190minutes
8. Multivariate random variable Read through the handouts before class. Review after class. 190minutes
9. Independence of random variables Read through the handouts before class. Review after class. 190minutes
10. Law of large numbers and central limit theorem Read through the handouts before class. Review after class. 190minutes
11. Basic concept of statistics and point estimation Read through the handouts before class. Review after class. 190minutes
12. Properties of estimators and Interval estimation Read through the handouts before class. Review after class. 190minutes
13. Hypothesis testing Read through the handouts before class. Review after class. 190minutes
14. Final examination and their explanations Preparation of final examination. 190minutes
Total. - - 2660minutes
Relationship between 'Goals and Objectives' and 'Course Outcomes'

 Midterm examination Final examination Reports and little examinations Total.
1. 10% 7% 17%
2. 20% 15% 23% 58%
3. 15% 10% 25%
Total. 30% 30% 40% -
Evaluation method and criteria
Midterm examination(30%), Final examination(30%), Reports and little examinations(40%)
Textbooks and reference materials
Handouts are provided
Prerequisites
Review Differential and Integral Calculus 1
Since the content of Differential and Integral Calculus 2 is used, each student should study it
Office hours and How to contact professors for questions
  • 30 minutes after class
Regionally-oriented
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates an ability for utilizing knowledge
Active-learning course
More than one class is 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
  • 9.INDUSTRY, INNOVATION AND INFRASTRUCTURE
Last modified : Tue Sep 21 04:04:53 JST 2021