MATHEMATICS AND STATISTICS FOR BUSINESS AND ECONOMICS*
国際教養学部
AMTH1112
コース情報
担当教員: 根本 朋子
単位数: 4
年度: 2024
学期: 秋学期
曜限: 火2, 金2
形式: 対面授業
レベル: 100
アクティブラーニング: あり
他学部履修: 可
評価方法
出席状況
リアクションペーパー
レポート
授業内期末試験
授業期間中
中間試験
授業期間中
詳細情報
概要
The primary purpose of this course is to introduce students to the basics concepts of Statistics and Mathematics essential for Business and Economics-related data analyses. The course objectives are to introduce the basic concepts of: (a) mathematical functions including logarithmic functions; (b) descriptive statistics, (c) probability theory and distributions, (e) sampling distribution and confidence intervals, (f) hypothesis testing, (g) analysis of variance (ANOVA), and (h) linear regression. Students will participate actively in course activities and discussions, complete a number of assignments, take a mid-term examination and final examination, and conduct a small group data analysis project.
目標
The objectives of the course is (a) to understand basic mathematical and statistical concepts and (b) to develop the skills to apply those concepts and techniques for real-life data analyses using a widely-used spreadsheet/data analyses tool, MS Excel.
授業外の学習
Students are expected to read the required textbook chapters for each session. There are some homework assignments and one data analysis (writing) project in addition to the midterm and final examination preparation. Students are expected to submit all written assignments (homework assignments and the data analysis project) on time. Preparation for each class session: Approximately 100 minutes Review of each session and regular assignment work: Approximately 100 minutes.
所要時間: Approx. 200 minutes per lectur
スケジュール
- Course Introductioin; The Mathematical Framework of Economic Analysis
- Introduction to Functions
- Exponential and Logarithmic Functions
- Exponential and Logarithmic Functions
- Exponential and Logarithmic Functions
- Introduction to Statistics
- Describing Data
- Describing Data
- A Survey of Probability
- A Survey of Probability
- Discrete Probability Distributions
- Continuous Probability Distributions
- Review for the Midterm
- Midterm Examination
- Sampling, Sampling Methods, and the Central Limit Theorem
- Estimation and Confidence Intervals
- Introduction to Hypothesis Testing
- One-Sample Tests of Hypothesis
- Two-Sample Tests of Hypothesis
- Two-Sample Tests of Hypothesis
- Analysis of Variance
- Analysis of Variance
- Correlation Analysis
- Introduction to Simple Linear Regression
- Introduction to Multiple Regression
- Introduction to Multiple Regression
- Review for the Final
- Final Examination
教科書
Additional readings will be provided on moodle.
Basic Statistics for Business and Economics (10th ed.)
著者: Lind, D., Marchal, W., & Wathen, S.
出版社: McGraw-Hill Education, 2021
Mathematical methods for Economics (international ed.) Note. A copy of the textbook is on reserve at the Central Library. The e-book is also available through the online library database.
著者: Klein, M.
出版社: Pearson, 2014
参考書
An introduction to mathematics for Economics Note. A copy of the textbook is on reserve at the Central Library.
著者: Asano, A
出版社: Cambridge