| Academic Year |
2024Year |
School/Graduate School |
School of Integrated Arts and Sciences Department of Integrated Arts and Sciences |
| Lecture Code |
ANM09001 |
Subject Classification |
Specialized Education |
| Subject Name |
情報統計学 |
Subject Name
（Katakana） |
ジョウホウトウケイガク |
Subject Name in
English |
Information Statistics |
| Instructor |
SHIRAKAWA TOSHIYUKI |
Instructor
(Katakana) |
シラカワ トシユキ |
| Campus |
Higashi-Hiroshima |
Semester/Term |
2nd-Year, Second Semester, 3Term |
| Days, Periods, and Classrooms |
(3T) Thur5-8：IAS K307 |
| Lesson Style |
Lecture |
Lesson Style
(More Details) |
|
| Lecture |
| Credits |
2.0 |
Class Hours/Week |
|
Language of Instruction |
J
:
Japanese |
| Course Level |
2
:
Undergraduate Low-Intermediate
|
| Course Area（Area） |
25
:
Science and Technology |
| Course Area（Discipline） |
01
:
Mathematics/Statistics |
| Eligible Students |
|
| Keywords |
Inferential statistics, Social survey, Statistical data, Probability distribution, Stochastic variable |
| Special Subject for Teacher Education |
|
Special Subject |
|
Class Status
within Educational
Program
(Applicable only to targeted subjects for undergraduate students) | |
|---|
Criterion referenced
Evaluation
(Applicable only to targeted subjects for undergraduate students) | Integrated Arts and Sciences
（Knowledge and Understanding）
・Knowledge and understanding of the importance and characteristics of each discipline and basic theoretical framework.
（Abilities and Skills）
・The ability and skills to specify necessary theories and methods for consideration of issues. |
|---|
Class Objectives
/Class Outline |
The student learns basic concepts about inferential statistics. To organize this class, I use commercial textbook and materials to explain the basic principles of inferential statistics. Contents of this class include the foundation of probability, probability distribution, and statistical inference and test, etc. The final goal of this class is to understand the logic that is employed to estimate the state of the population from the results of the observed sample survey. |
| Class Schedule |
lesson1 Important concepts
lesson2 Examining bivariate relationship
lesson3 Stochastic variable and probability distribution (1)
lesson4 Stochastic variable and probability distribution (2)
lesson5 Stochastic variable and probability distribution (3)
lesson6 Stochastic variable and probability distribution (4)
lesson7 Stochastic variable and probability distribution (5)
lesson8 Estimation of the population parameter (1)
lesson9 Estimation of the population parameter (2)
lesson10 Estimation of the population parameter (3)
lesson11 Statistical test (1)
lesson12 Statistical test (2)
lesson13 Statistical test (3)
lesson14 Statistical test (4)
lesson15 Summary
Final exam |
Text/Reference
Books,etc. |
（★教科書）小寺平治，2002，『ゼロから学ぶ統計解析』 講談社．
（参考書）東京大学教養学部統計学教室，1991，『統計学入門 (基礎統計学Ⅰ) 』東京大学出版会．
（参考書）大屋幸輔，2012，『コア・テキスト統計学』新世社． |
PC or AV used in
Class,etc. |
|
| (More Details) |
Textbook, Handout, Presentation slide |
| Learning techniques to be incorporated |
|
Suggestions on
Preparation and
Review |
Take notes on a lecture and then review materials for calculation problem. |
| Requirements |
Bring your calculator which has a function of square root operation. |
| Grading Method |
Examination 80%, Quiz 20% |
| Practical Experience |
|
| Summary of Practical Experience and Class Contents based on it |
|
| Message |
|
| Other |
|
Please fill in the class improvement questionnaire which is carried out on all classes.
Instructors will reflect on your feedback and utilize the information for improving their teaching. |