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課程名稱 |
實用統計學（迴歸分析）
Practical Statistics-regression Analysis |
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開課學期 |
112-2 |
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授課對象 |
醫學院 物理治療學研究所 |
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授課教師 |
林居正 |
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課號 |
PT7097 |
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課程識別碼 |
428EM2140 |
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班次 |
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學分 |
3.0 |
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全/半年 |
半年 |
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必/選修 |
必修 |
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上課時間 |
星期三1,2,3(8:10~11:10) |
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上課地點 |
物治討論一 |
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備註 |
本課程以英語授課。
限本系所學生(含輔系、雙修生)
總人數上限：10人 |
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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 |
Course Description:
This course introduces the basic statistical methods including data screening, and regression analysis applied in Physical Therapy research. Instead of statistical calculations, the focus in on the interpretation of the statistical results. |
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課程目標 |
General Objectives of the Course:
After completing this course, the students would be able to
1. understand the regression analysis statistical methods applied in Physical Therapy.
2. independently calculate and interpret the results of statistical methods using SPSS programs.
3. has the ability to apply regression analysis statistical methods to evaluate and criticize the research articles. |
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課程要求 |
Grading System:
mid-term examination 40%, homework 10%, final report 40%, critique 10% |
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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 |
待補 |
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參考書目 |
Textbooks and References
1. Portney LG. Foundations of clinical research: Applications to evidence-based practice. 4th ed. F.A. DAVIS, 2020.
2. Huck SW. Reading statistics and research. 6th ed. Pearson, 2011. |
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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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第1週 |
2/21 |
Course introduction |
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第2週 |
2/28 |
BREAK |
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第3週 |
3/06 |
Simple linear regression and correlation |
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第4週 |
3/13 |
Simple linear regression and correlation |
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第5週 |
3/20 |
Regression diagnostics |
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第6週 |
3/27 |
Regression diagnostics (article due day) |
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第7週 |
4/03 |
Elements of multiple regression analysis: two independent variables |
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第8週 |
4/10 |
Categorical independent variables |
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第9週 |
4/17 |
Mid-term examination |
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第10週 |
4/24 |
Logistic regression analysis (proposal due day) |
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第11週 |
5/01 |
Principle component analysis |
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第12週 |
5/08 |
Principle component analysis |
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第13週 |
5/15 |
Final project oral report (1) |
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第14週 |
5/22 |
Final project oral report (2) |
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第15週 |
5/29 |
Final project oral report (3) |
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第16週 |
6/5 |
Article critique (critique due day) |
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