本課程以教授學生運用生物資料庫等相關之海量資料時，了解易操作之商業圖形介面套裝軟體，並清楚如何運用易於取得之軟體提升臨床與基因體研究能力，在從事相關之研究，包括假設前提之研究與探索性研究架構下的分析流程。學生可由實作課程中挖掘個人興趣並選擇未來的研究主題。在生物醫學研究上，也希望能提供生物醫學領域的同實作諮詢，協助實驗室數據的分析與解讀，並能在課程結束後，完成探索性研究報告，作為論文發想的初步成果。
The present course will be presented to the students for using biobank and curated databases as big data analyses workshop through the package of software of big data management and analyses, especially in clinical medical and genomics data. By the way, this course will provide the hypothesis and non-hypothesis (exploration) study design to be driven by the diagram of study flow. The student can be generated an interesting study hypothesis and focused on an impressive topic. The advanced advantage of this course will be a companion to analyze consults on the biomedical study and improve to the interpretation of laboratory examination results in the clinic, even to do the comprehensive thinking and skills of exploration study at the end of course.
期中報告
Midterm report
期末報告
Final report
課堂參與與表現
Class involvement
參考書目Reference
1. STATA 基礎操作與統計模型應用 ／劉彩卿、陳欽賢 著
2. JMP Essentials: An Illustrated Step-by-Step Guide for New Users (2010), by Curt Hinrichs, Chuck Boiler, SAS Institute; Spi edition.
3. SAS Enterprise Guide tutorials (https://support.sas.com/training/tutorial/studio/get-started-eg.html).
4. JMP 14 Online Documentation (https://www.jmp.com/en_us/support/jmp-documentation.html).
教學進度Course Schedule
2020/10/07 課程簡介
Introduction of Course
楊哲彥 2020/10/14 SAS Enterprise Guide簡介與簡易介面操作(1)
Introduced SAS Enterprise Guide and Basic Operation(1)
楊哲彥 2020/10/21 SAS Enterprise Guide簡介與簡易介面操作(2)
Introduced SAS Enterprise Guide and Basic Operation(2)
楊哲彥 2020/10/28 SAS JMP簡介與簡易操作(1)
Introduced SAS JMP and Basic Analysis(1)
楊哲彥 2020/11/04 SAS JMP簡介與簡易操作(2)
Introduced SAS JMP and Basic Analysis(2)
楊哲彥 2020/11/11 SAS, JMP操作比較
Comparison of SAS, JMP Operation
楊哲彥 2020/11/18 數據資料表的轉換與應用
Datasheet Transformation and Application
楊哲彥 2020/11/25 統計圖表的製作與應用-Prism
Proceed a Graph and Formatting – Using Prism
楊哲彥 2020/12/02 期中考週
Week for Mid-Term
陳悦生(Yueh-Sheng Chen)楊哲彥 2020/12/09 C3Rs動物實驗流程設計與研究架構
NC3R, Draw a Diagram of Animal Experimental Concept
楊哲彥 2020/12/16 SAS JMP數據分析-生物資料庫分析實例
Data Analysis Example - Biobank Data Analyses-On PC
楊哲彥 2020/12/23 海量資料分析與呈現-Tableau實作
Analysis and Presentation of Big Data – Using Tableau
楊哲彥 2020/12/30 單變量與多變量分析
Univariate and Multivariate Analysis
楊哲彥 2021/01/06 線性模型於多變量的應用
Multiple Linear Regression Model Applications
楊哲彥 2021/01/13 預測模型的應用
Predictive Model Applications
楊哲彥 2021/01/20 生物資料庫實作
Workshop for Biobank Data
楊哲彥 2021/01/27 研究方法實作與呈現
Analysis and Presentation of Study Design- On PC
楊哲彥 2021/02/03 期末考週
Week for Final Term
陳悦生(Yueh-Sheng Chen)楊哲彥