Web Syllabus(講義概要)

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統計学 III(Statistics III) 湯川 志保
選択必修  2単位
【経営】 16-1-1110-3811-23A

1. 授業の概要(ねらい)

 In this course, we will study the basic statistics. It consists of three parts and each part is taught by one of following three professors; Taku SUZUKI, Satoru YOKOYAMA, and Shiho YUKAWA.
 Statistics is used in various fields, it is important to understand the basic statistics.
 In the lectures, we will study the fundamental statistics, data visualization, and inferential statistics.
 Furthermore, to understand the real data analysis, we will also study several methods of multivariate analysis.

2.
授業の到達目標

 Understand
 - the fundamental statistics,
 - the method of the visualization of data,
 - the basic data analysis,
 - the inferential statistics, and
 - the data analysis (multivariate analysis).

3.
成績評価の方法および基準

 The following percentage breakdown will constitute your final grade.
 Attendance (30%): Each attendance is counted as 2% of your whole performance.
 Quizzes and/or homework (45%): Each part has the Quizzes and/or homework. 15% is assigned to each part.
 Final Exam(25%): Final Exam will be held in last lecture.

4.
教科書・参考書

 Each professor distributes course materials.

5.
準備学修の内容

 Review of each lecture is very important.
 Homework will be assigned several times. You must do the homework by next lecture.

6.
その他履修上の注意事項

 N/A

7.
各回の授業内容
【第1回】
Introduction
【第2回】
Basic statistics
【第3回】
Visualization of data (e.g. graph, histogram, scatter plot)
【第4回】
【第5回】
【第6回】
【第7回】
【第8回】
Inferential statistics (Estimation and statistical hypothesis)
【第9回】
【第10回】
【第11回】
【第12回】
Regression analysis
【第13回】
【第14回】
【第15回】
Review and Final exam