| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 5703019 | 應用迴歸分析 | Applied Regression Analysis | 3.0 | 3 |
| 中文概述 Chinese Description | 在本課程的主要內容在介紹並探討變量間相互關係及建立模式的統計技術。詳細之項目包括簡單直線迴歸與相關，模式正確性的衡量，複迴歸分析，多項式迴歸模式，變量的選擇及模式建立，共線，迴歸分析應用上的注意事項等。進行之方式將配合電腦及統計套裝軟體，從事實務案例資料的描述，參數估計，預測模式及控制等方面的應用。 | |||
| 英文概述 English Description | This course teaches the students the applied regression analysis that is a statistical technique for investigating and modeling the relationship between variables. Items to be investigated are: Simple linear regression and correlation, measures of model adequacy, multiple regression, Polynomial regression models, variable selection and model building, multi-collinearity and Topics in the use of regression analysis. The computer and software packages will be used as tools. And regression models are applied for several purposes as: real data description, parameters estimation, prediction model and Control. | |||
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