南台課程大綱
學年度 103學年第一學期 系所 商管專業學院
課程名稱 統計方法 班級 碩商管國際一甲
授課教師 顏慧 點 閱 次 數 87
選修
必修
課程概述
This course is the first part of a sequence of statistical data analysis courses: “Statistical Data Analytic Methods”, and “Advanced Statistical Data Analytic Methods”. Materials covered in the sequence consist of “univariate” statistical methods, and “multivariate” statistical methods.
These courses are to help students, primarily from business and social sciences, learn the application of the basic and advanced data analytic techniques. We will emphasize the concept of every given technique and its use, and will help students learn how to interpret the resulting output obtained from the widely used statistical packages: SPSS(Statistical Package for Social Sciences), and AMOS(Analysis of moment structures).
課程目標
課程大綱
1. Introduction
(1) Types of Measurement Scales
(2) Types of Data
(3) Classification of Data Analytic Methods
2. Hypothesis Testing
3. Assumptions Checking
(1) Homogeneity
(2) Normality
4. Analysis of Variance (ANOVA)
5. Correlation Analysis
6. Regression Analysis
7. Chi-Square Tests of Independence
8. Analysis of Data for Multiple Choices
9. Exploratory Factor Analysis (EFA)
10. Reliability and Validity Analysis
英文大綱
1. Introduction
(1) Types of Measurement Scales
(2) Types of Data
(3) Classification of Data Analytic Methods
2. Hypothesis Testing
3. Assumptions Checking
(1) Homogeneity
(2) Normality
4. Analysis of Variance (ANOVA)
5. Correlation Analysis
6. Regression Analysis
7. Chi-Square Tests of Independence
8. Analysis of Data for Multiple Choices
9. Exploratory Factor Analysis (EFA)
10. Reliability and Validity Analysis
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