Syllabus data

授業科目名
Statistics
学年
1Grade
単位数
2.00Credits
実務経験の有無
開講クォーター
semester not specified
担当教員
Komatsu Goro
授業形態
授業で主に使用する言語
English
授業方法区分
開講キャンパス
Kioicho Campus
授業の到達目標及びテーマ
This course provides an introduction to statistics.

The topics to be covered in classes include:
(1) mastering how to collect and organize data for decision making
(2) understanding basic concepts in probability and statistics
(3) estimating statistical models and testing hypothesis using data, and
(4) understanding linear regression analysis

Keywords:
Descriptive Statistics, Probability, Probability Distributions, Sampling, Sampling Distributions, Estimation, Hypothesis Testing, Linear Regression
授業の概要
Week 1-Descriptive Statistics
01 Describing Data: Graphical (Ch.1)
02 Describing Data: Numerical (Ch.2)

Week 2-Probability and Probability Distributions
03 Probability (Ch.3)
04 Discrete Random Variables and Probability Distributions (Ch.4)

Week 3-Sampling and Sampling Distributions
05 Continuous Random Variables and Probability Distributions (Ch.5)
06 Sampling and Sampling Distributions (Ch.6)

Week 4-Estimation
07 Estimation: Single Population (Ch.7)
08 Estimation: Additional Topics (Ch.8)

Week 5-Hypothesis Testing
09 Hypothesis Testing: Single Population (Ch.9)
10 Hypothesis Testing: Additional Topics (Ch.10)

Week 6-Regression
11 Simple Regression (Ch.11)
12 Multiple Regression (Ch.12)

Week 7-Wrap-up and Final
13 Wrap-up
14 Final Exam

授業計画
1回
01 Describing Data: Graphical (Ch.1)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

2回
02 Describing Data: Numerical (Ch.2)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

3回
03 Probability (Ch.3)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

4回
04 Discrete Random Variables and Probability Distributions (Ch.4)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

5回
05 Continuous Random Variables and Probability Distributions (Ch.5)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

6回
06 Sampling and Sampling Distributions (Ch.6)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

7回目
07 Estimation: Single Population (Ch.7)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

8回
08 Estimation: Additional Topics (Ch.8)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

9回
09 Hypothesis Testing: Single Population (Ch.9)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

10回
10 Hypothesis Testing: Additional Topics (Ch.10)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

11回
11 Simple Regression (Ch.11)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

12回
12 Multiple Regression (Ch.12)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

13回
13 Wrap-up
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes

14回
14 Final Exam
事前学習
Prepare for Final Exam
事後学習
Review Final Exam

15回
事前学習
事後学習

16回
事前学習
事後学習

17回
事前学習
事後学習

18回
事前学習
事後学習

19回
事前学習
事後学習

20回
事前学習
事後学習

21回
事前学習
事後学習

22回
事前学習
事後学習

23回目
事前学習
事後学習

24回
事前学習
事後学習

25回
事前学習
事後学習

26回
事前学習
事後学習

試験及び成績評価
Homework Quizzes: 50%
Final Exam: 50%
課題(試験やレポート等)に対するフィードバック
To be provided when necessary/requested
講義で使用するテキスト(書名・著者・出版社・ISBN・備考)
Statistics for Business and Economics, Global Edition (10th ed.)
Paul Newbold, William L. Carlson, Betty Thorne
Pearson
9781292438306
2022
参考文献・推薦図書
Essentials of Statistics for Business and Economics (9th ed.)
Anderson et al.
South-Western Pub.
ISBN: 978-1337901062
2019

Basic Statistics in Business and Economics (10th ed.)
Lind et al.
McGraw-Hill Education
ISBN: 978-1260597578
2021
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