Course title
N1460500,P1460100,Q1460900,R1460700,V14603002
Probability and Statistics

 kojo tomomi Click to show questionnaire result at 2018

nakatsu tomonori Click to show questionnaire result at 2018
Course description
Lectures on basics of Probability and Statistics
Purpose of class
Learn basics of Probability and Statistics
Goals and objectives
  1. Lean basics of probability such as random variable, expectation, variance so on.
  2. Lean how to compute the expectation and variance.
  3. Lean basics of statistics.
Language
Japanese
Class schedule

 Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. ・Guidance
・Overview
・Review of math in high school 		Review of lectures 180minutes
2. Basics for the class (Permutation and combination, Binomial theorem) Review of lectures 180minutes
3. Definition and properties of probability, conditional probability Review of lectures 180minutes
4. Random variable, distribution function, expectation, variance, moment Review of lectures 180minutes
5. Binomial distribution, Geometric distribution, Poisson distribution Review of lectures 180minutes
6. Normal distribution, Uniform distribution, Exponential distribution Review of lectures 180minutes
7. Mid-term exam and its review Review of lectures 270minutes
8. Law of large numbers, Central limit theorem Review of lectures 180minutes
9. Basics of statistics Review of lectures 180minutes
10. Sampling distribution, Point estimation, Unbiased estimator Review of lectures 180minutes
11. Efficient estimator, Maximum likelihood estimator Review of lectures 180minutes
12. Interval estimation Review of lectures 180minutes
13. Hypothesis testing Review of lectures 180minutes
14. Final exam and its review Review of lectures 270minutes
Total. - - 2700minutes
Relationship between 'Goals and Objectives' and 'Course Outcomes'

 Mid-term exam Final exam Total.
1. 20% 10% 30%
2. 30% 10% 40%
3. 30% 30%
Total. 50% 50% -
Evaluation method and criteria
Mid-term exam and Final exam (Depending on the situation, reports will be added to the evaluation)
Textbooks and reference materials
The following would be helpful:
「確率・統計入門」小針晛宏著、岩波書店
Prerequisites
Nothing special
Office hours and How to contact professors for questions
  • e-mail
Relation to the environment
Non-environment-related course
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 applicatable
Applicatable Nakatsu worked at a financial institute for 4 years.
Last modified : Thu Mar 21 14:49:33 JST 2019