2161000 Statistics for Business and Economics

JA | EN

 科目ナンバリング P-MGT75 50018 LE44 開講年度・開講期 2020・前期 単位数 2 単位 授業形態 講義 配当学年 1 対象学生 大学院生 使用言語 英語 曜時限 水4 教員 Shilu Ray（非常勤講師） 授業の概要・目的 Course DescriptionThis course provides an introduction to the statistical methods used for analysis in business, economics and the social sciences.Course ObjectiveThe objective of this course is to impart basic knowledge in statistics that is required to study business management. 到達目標 The goal of this course is to teach basic statistical concepts, tools and techniques that are applied in the fields of economics and business management.relevant for business decisions. 授業計画と内容 Week 1 Introduction to StatisticsWeek 2 Measures of LocationWeek 3 Measures of DispersionWeek 4 Probability ConceptsWeek 5 Discrete Probability DistributionsWeek 6 The Normal Probability DistributionWeek 7 Sampling Methods and Sampling DistributionsWeek 8 Mid-term ExaminationWeek 9 EstimationWeek 10 Tests of Hypothesis: Large SamplesWeek 11 Tests of Hypothesis: Small samplesWeek 12 Nonparametric methods: Chi-square ApplicationsWeek 13 Linear Regression and CorrelationWeek 14 Linear Regression and CorrelationWeek 15 Final examination 成績評価の方法・観点 Grading of the course will be determined as follows:1. Assignment 1 20%2. Assignment 2 20%3. Midterm Exam 30%4. Final Exam 30% 履修要件 Knowledge of high school mathematics is necessary. 授業外学習（予習・復習）等 Study of notes and textbook materials will be useful for keeping pace with the progress of this course. 教科書 Basic Statistics for Business and Economics (8th Edition), Douglas Lind, William Marchal, Samuel Wathen, (McGraw-Hill Education), ISBN:978-0073521473 参考書等 Introductory Statistics for Business and Economics (4th Edition), Thomas H. Wonnacott, Ronald J. Wonnacott, (Wiley), ISBN: ISBN:978-0471615170 Statistics for Business and Economics (12th Edition), James t. McClave, P. George Benson, Terry T Sincich, (Pearspn), ISBN: ISBN:978-0321826237 Statistics: Principals and Methods (4th Edition), Richard A. Johnson, Gouri K. Bhattacharyya, (Wiley), ISBN: ISBN:978-0471388975 Basic Econometrics (5th edition), Damodar Gujarati, Dawn Porter, (McGraw-Hill Education), ISBN: ISBN:978-0073375779 Econometric Methods, J. JOHNSTON, (MCGRAW-HILL EDUCATION), ISBN: ISBN:978-0070663572