6194 - 無母數分析 英授 Taught in English
Nonparametric Analysis
教育目標 Course Target
The objective of this course is to provide the student with the knowledge in nonparametric inference and methodsThis course will cover the following topics: (1) One-sample location problem; One-way layout. (2) Two-sample location problem; Two-way layout. (3) Goodness-of-fit test. (4) Measure of association. (5) Kernel estimation. (6) NPMLE. (6) Nonparametrci regression. (7) some nonparametric methods will be introduced, which include the Chis-squared goodness-of-fit test, Kolmogorov-Smirnov one-sample statistics, and U-statistics.
The objective of this course is to provide the student with the knowledge in nonparametric inference and methods This course will cover the following topics: (1) One-sample location problem; One-way layout. (2) Two-sample location problem; Two-way layout. (3) Goodness-of-fit test. (4) Measure of association. (5) Kernel estimation. (6) NPMLE. (6) Nonparametric regression. (7) some nonparametric methods will be introduced, which includes the Chis-squared goodness-of-fit test, Kolmogorov-Smirnov one-sample statistics, and U-statistics.
參考書目 Reference Books
Nonparametric Statistical Methods (third edition)
by Hollander, Wolfe and Chicken
Nonparametric Statistical Methods (third edition)
by Hollander, Wolfe and 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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相似課程 Related Courses
| 課程代碼 Course Code |
課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
|---|---|---|---|---|---|
|
選修-1759
|
統計系2-4 黃連成 | 二/2,3,三/3[M116] | 3-0 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6194
- 學分 Credit: 3-0
-
上課時間 Course Time:Friday/1,2,3[M115]
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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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