課程大綱

課程資訊
學年期 Semester	1142	課程代碼 Course Code	MA5100701
課程名稱 Course Title	數量方法─統計方法與資料分析 Statistics and Data Analysis
學分數 Credits	3	選必修 Required/Elective	選修 /半學年
上課時間教室 Time/Location	R2(TR-513) R3(TR-513) R4(TR-513)
先修課程 Prerequisite(s)
授課教師 Lecturer	何建韋 HO, CHIEN-WEI
專業核心能力 Core Professional Competencies

以下課程內容資料由授課教師提供
課程相關網址 Course Website	http://
課程宗旨 Objective of The Course	This course provides MBA students with the quantitative research skills necessary to design, analyze, and interpret empirical research for academic theses and managerial decision-making. By the end of the course, students will be able to independently design hypotheses, select appropriate statistical methods, and interpret analytical results in a professional research context.
課程大綱 Outline of Lectures	The basic concept of quantitative research 1 Science research and quantitative research 2 Variable and measurement Data process 1 Coding and database development 2 Check up the data 3 Descriptive statistics and figure The method of statistics analysis 1 Chi-square test 2 Difference between means: t-test 3 Difference among means: ANOVA 4 Correlation and regression analysis 5 Mediating and moderating 6 Reliability and validity 7 Structural equation modelling (SEM)
教科書 Textbook
參考書目 References	Multivariate Data Analysis (8 Ed.)
修課學生須知 Notice of course enrollment
評量方式 Grading	Mid-term proposal – group (25%) Final report – group (30%) Two journal paper presentations – group (20%) Normal grades – attendance record, quiz, homework, and interaction (25%)
備註說明 Note