6190 - 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 methods
The objective of this course is to provide the student with the knowledge in nonparametric inference and methods
課程概述 Course Description
無母數分析和傳統的母數分析最大的差別在於在做無母數分析時,不需對於母體的分佈做很多限制性大的假設,因此適用的範疇相當的廣,但也因相同的原因使得統計結論的品質較為粗糙。
本系所受之無母數分析包含下列三大範疇:(1)根據二項式分佈所做的無母數分析,如sign test, tolerance limit等。(2)根據二維列聯表所做之無母數分析,如相關性分析。(3)根據排序(rank)所做之無母數分析,如Mann-Whitney test, Friedman’s test。
The biggest difference between masterless analysis and traditional masterless analysis is that when doing masterless analysis, there is no need to make many restrictive assumptions about the distribution of the mother body, so the applicable range is quite wide, but the quality of the statistical conclusion is also rough due to the same reasons.
The non-matrix analysis received by this system includes the following three major differences: (1) The non-matrix analysis based on the two-format distribution, such as sign test, tolerance limit, etc. (2) Masterless analysis based on the two-dimensional column table, such as correlation analysis. (3) Masterless analysis based on rank, such as Mann-Whitney test, Friedman’s test.
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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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6190
- 學分 Credit: 0-3
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上課時間 Course Time:Monday/1,2,3[M119]
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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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