基本素養 Basic Literacy

人文素養
Spirit of Humanism
公民素養
Civic Concern
社會關懷
Social Concern
國際視野
Global Vision

核心能力 Competence

專業與跨域能力
Professional and Interdisciplinary Abilities
思考與判斷能力
Critical Thinking Abilities
良好的溝通能力
Language Proficiency and Communication Abilities
創新與領導能力
Innovative and Leadership Abilities

課程概述 Course Description

本課程將介紹兩組樣本比較、三組或多組樣本比較、二因子變異數分析、相關及線性迴歸、類別資料分析、存活分析、診斷分析等醫學研究常見之統計分析方法

課程學習目標 Course Objectives

  • 統計概念養成
  • 操作方式的學習
  • 實作報告
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Introduction
    2Basic statistical concepts
    3Estimation and hypothesis testing
    4Exploratory data analysis
    5Unpaired t test/ Paired t test
    6Mann-Whitney test /Wilcoxon matched pairs test
    7One-way ANOVA/Multiple comparison tests/ Kruskal-Wallis test
    8Chi-square test/Fisher’s exact test/Trend test
    9Risk difference/Odds ratio/ Risk ratio
    10Correlation/Simple linear regression
    11Randomized block ANOVA/Friedman’s test
    12Repeated-measures one-way ANOVA
    13Two-way ANOVA
    14Repeated measures two-way ANOVA
    15Sensitivity and specificity/ROC curves
    16Agreement/Bland-Altman plot
    17Kaplan-Meier survival curve/Log-rank test
    18Power analysis/sample size estimation
     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