6197 - 無母數分析
Nonparametric Analysis
教育目標 Course Target
In this course, we will introduce the fundamental theory and applications of nonparametric methods. The content of this course includes signed rank test and
associated interval estimators, Wilcoxon's rank sum test and associated interval estimators, Ansari-Bradley test for dispersion, U statistics, Kruskal-Wallis test for one-way layout, nonparametric tests for two-way layout, test for independence (Kendall), nonparametric regression analysis, density estimation and
survival analysis.
In this course, we will introduce the fundamental theory and applications of nonparametric methods. The content of this course includes signed rank test and
associated interval estimators, Wilcoxon's rank sum test and associated interval estimators, Ansari-Bradley test for dispersion, U statistics, Kruskal-Wallis test for one-way layout, nonparametric tests for two-way layout, test for independence (Kendall), nonparametric regression analysis, density estimation and
survival analysis.
參考書目 Reference Books
Nonparametric Statistical Methods, third edition, Myles Hollander, Douglas, A. Wolfe and
Eric Chicken
Nonparametric Statistical Methods, third edition, Myles Hollander, Douglas, A. Wolfe and
Eric Chicken
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
midterm midterm |
50 | |
|
final final |
50 |
授課大綱 Course Plan
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6197
- 學分 Credit: 3-0
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上課時間 Course Time:Monday/1,2,3
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授課教師 Teacher:沈葆聖
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修課班級 Class:統計碩博1,2
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