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課程名稱 |
統合分析入門
Introduction to Meta-analysis |
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開課學期 |
110-2 |
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授課對象 |
學程 健康大數據學分學程 |
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授課教師 |
杜裕康 |
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課號 |
EPM5025 |
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課程識別碼 |
849EU0530 |
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班次 |
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學分 |
1.0 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
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上課地點 |
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備註 |
初選不開放。本課程以英語授課。寒假上課:1/24、1/25、2/11已上過課程同學才可選修.教室:公衛214.與林先和合授
總人數上限：50人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1102EPM5025_Meta |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
This course will introduce students to the principles and key statistical concepts in conducting a meta-analysis quantitative review of randomised controlled trials and observational studies. The course will be structured by the critical steps in conducting a meta-analysis, with particular emphasis on common pitfalls when doing such an analysis. The course consists of lectures and computer labs using R language for meta-analysis. |
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課程目標 |
The goal of the course is to provide the students the general framework of conducting a meta-analysis. At the end of the course the students are expected to be able to read and critically appraise the literature of meta-analysis and to conduct basic meta-analysis. |
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課程要求 |
The students are expected to have taken introductory-level courses of epidemiology and biostatistics. The final term project is a data analysis (meta-analysis) project. |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
1. Introduction to Meta-Analysis (Statistics in Practice), Michael Borenstein, Larry Hedges, Julian Higgins, and Hannah Rothstein. Wiley, 2009. (available as an eBook at NTU Library)
2. Cochrane Handbook for Systematic Reviews of Interventions, Julian Higgins, Sally Green, eds. Wiley-Blackwell, 2008. (available online at http://www.cochrane-handbook.org/) |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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Week 2 |
2/11; 9:10AM – 12:10PM |
期末考試
Final exam |
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Week 1-1 |
1/24: 9:10AM – 12:10PM |
Introduction: meta-analysis of binary data and continuous data (林先和)
課程介紹: 連續資料及二元分類資料的統合分析 |
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Week 1-2 |
1/24: 1:20PM – 4:20PM |
Exploring heterogeneity and bias within a meta-analysis: publication bias, subgroup analysis, & meta-regression (林先和)
探索統合分析中的異質性和偏差: 發表偏差、次群組分析及統合回歸 |
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Week 1-3 |
1/25: 9:10AM – 12:10PM |
Meta-analysis for observational data (杜裕康)
觀察性資料的統合分析 |
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Week 1-4 |
1/25: 1:20PM – 5:20PM |
Network meta-analysis for comparisons of multiple treatments (杜裕康)
比較多種治療的網絡統合分析 |
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