必修

This course provides students with an introduction of SPSS as a statistical analysis tool and its application in the interpretation of research findings.

課程目標 Through this course, students are expected to be able to:
1. Understand the basics of statistics.
2. Develop their knowledge in the use of SPSS software.
3. Learn the various statistical analysis techniques and conduct statistical analysis using SPSS based upon the situations.
4. Perform the interpretation of research findings and appropriate graph presentation.

課程大綱 基本統計概論
SPSS概論及資料處理
描述統計
複選題分析
量表設計與測驗
t檢定
單變量變異數分析
卡方檢定
因素分析
信度分析
相關
多元迴歸
集群分析

英文大綱 Basics of Statistics
Introduction to SPSS and Data Processing
Descriptive Statistics
Multiple Choice Item Analysis
Statistical Analysis for Scale Design
T-test
ANOVA
Chi-square
Factor Analysis
Reliability Analysis
Correlations
Multiple Regression