## 基本素養 Basic Literacy

Humanity accomplishment
To form a team with a mind of respecting lives and serving societies

Citizen accomplishment
With a spirit of recognition of multi-culture and active participation of public affairs

Social concern
With a spirit of social participation, care for socially deprived, and with a sense of social inequity and car

International perspectives
With a vision of global health involving local insight and international perspective

## 核心能力 Competence

Professional and cross-cutting capacity
With capability of using epidemiological evidence and social science concept in making multi-discipline analysis of health policy and planning

Ability of thinking and judgment
With capability of using multi-discipline vision in examining the public health issues and the process of decision making

Good communication skills
With capability of applying public health professional knowledge to disease prevention and health care practical work

With capability of independently exploring public health issues, and solving the problems

## 課程概述 Course Description

Introduce the statistical methods of longitudinal data analysis and multivariate analysis
Introduce the statistical methods of longitudinal data analysis and multivariate analysis

## 課程學習目標 Course Objectives

• Understand the statistical methods of longitudinal/multivariate data analysis
• Learn the corresponding statistical modeling
• Be able to use SAS or R to analyze longitudinal and multivariate data
• ## 課程進度 Progress Description

進度說明 Progress Description
19/20 (1) Introduction to Multivariate Analysis (2) Data Management using Statistical Software (林聖翔)
29/27 Canonical Correlation and Cluster Analysis (林聖翔)
310/4 Mid-Autumn Festival(林聖翔)
410/11 Discriminant Analysis (林聖翔)
510/18 Principal Components Analysis (林聖翔)
610/25 Real data discussion/presentation(林聖翔)
711/1 Introduction to Longitudinal/Panel Data Analysis (王亮懿)
811/8 Multiway ANOVA, MANOVA and Repeated measure ANOVA(王亮懿)
911/15 GEEs (Generalized Estimating Equations) and General Linear Mixed Effect Model (GLMM)(王亮懿)
1011/22 Imputation and Data Management(王亮懿)
1111/29 Survival Analysis (1)(王亮懿)
1212/6 Survival Analysis (2)(王亮懿)
1312/13 Real data discussion(王亮懿)
1412/20 Examination(王亮懿)
1512/27 Structural Equation Modeling to Longitudinal Data Analysis(莊佳蓉)
161/3 Real data analysis/presentation(莊佳蓉)
171/10 Trajectory analysis(林聖翔)
181/17 期末報告週 (林聖翔)
以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

## 有關課程其他調查 Other Surveys of Courses

1.本課程是否規劃業界教師參與教學或演講? 否
Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No