本課程之目的在於訓練學生正確使用統計方法，應用於業界或其它研究領域之相關資料分析。對於分析結果之闡釋以及報告之撰寫，亦為課程訓練之重點。經由系上統計諮詢或其它資料來源訓練學生諮詢技巧和資料分析之能力。
主要內容針對以下主要統計方法運用在實際問題及例子:
Generalized Linear Models
Mixed Effect Models
Time Series
Statistical Learning
Regression and Analysis of varianceThe purpose of this course is to train students to use statistical methods correctly and apply them to relevant data analysis in the industry or other research fields. The highlights of the analysis results and the writing of reports are also the focus of course training. Students' consultation skills and data analysis abilities through the department's statistical inquiry or other data source.
The main contents are used in actual problems and examples for the following main statistical methods:
Generalized Linear Models
Mixed Effect Models
Time Series
Statistical Learning
Regression and Analysis of Variance
本課程之目的在於訓練學生正確使用統計方法，應用於業界或其它研究領域之相關資料分析。對於分析結果之闡釋以及報告之撰寫，亦為課程訓練之重點。經由系上統計諮詢或其它資料來源訓練學生諮詢技巧和資料分析之能力。
The purpose of this course is to train students to use statistical methods correctly and apply them to relevant data analysis in the industry or other research fields. The highlights of the analysis results and the writing of reports are also the focus of course training. Students' consultation skills and data analysis abilities through the department's statistical inquiry or other data source.
採用課堂教材及其他參考書籍
Adopt classroom textbooks and other reference books
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| AttendanceAttendance attendance |
10 | |
| HomeworkHomework homework |
20 | |
| Midterm ExamMidterm Exam midterm exam |
40 | |
| Final reportFinal report Final report |
30 |
