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教學大綱 Syllabus
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黃必祥
友善列印 Print
106
2
MA206
04019
MATH214
203011006
T1657
遠距教學方式 Distance learning
※此項為因應Covid-19而調查,實際授課方式請依校方政策及教師公告為主
This is an investigation in response to Covid-19.
The actual teaching method should be based on school policies and teacher announcements. ※
待規劃...to be planned...
課程資料 Course Information
開課學年
Year
106
開課學期
Semester
2
科目名稱
Course
統計學 Statistics
科目代碼
Course No
MA206
任課班級
Class
數學系數學組二
學分數
Credits
3.0
必/選修
Required / Eective
必修 required subject
授課地點
Classroom
MA804
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往年課綱
Previous syllabus
105-2該系所日/夜相關課綱 the department's day/night related syllabus
105-2該系所日/夜相關課綱 the department's day/night related syllabus
晤談時間 Office Hour
星期一:第5節
星期二:第5、6節
星期三:第2節
課程能力 Course Ability
106
2
MA206
MATH214
203011006
課程符合指標 Course Indicators
教學內容 Course Outline
課程概述 Course Description:
Convergence in probability; Estimation; Confidence interval; One-sample test; Two-sample test; Chi-square test; One-way ANOVA; Two-way ANOVA; Simple linear regression; Nonparametric analysis.
教學目標 Course Objectives:
使學生了解各種參數估計極其方法,並了解統計檢定的基本要求與統計分析方法及與實際生活上的關係。
教學內容 Course Outline:
第01週教綱 outline:Chebyshev’s inequality and WLLN; 5-8
第02週教綱 outline:Maximum likelihood estimation; 6-4
第03週教綱 outline:Confidence intervals for means; 7-1
第04週教綱 outline:Confidence intervals for the difference of two means; 7-2
第05週教綱 outline:Confidence intervals for proportions; sample size; 7-3 & 7-4
第06週教綱 outline:Tests about one mean; 8-1 ; Quiz
第07週教綱 outline:Tests of the equality of two means and proportions; 8-2 & 8-3
第08週教綱 outline:Sign test and Wilcoxon test; 8-4
第09週教綱 outline:Wilcoxon test and Power of a statistical test; 8-4 & 8-5
第10週教綱 outline:Chi-square goodness-of –fit tests; 9-1
第11週教綱 outline:Contingency tables; 9-2
第12週教綱 outline:Contingency tables; 9-2; Midterm
第13週教綱 outline:One-way ANOVA; 9-3
第14週教綱 outline:wo-way ANOVA; 9-4
第15週教綱 outline:A simple regression problem; 6-5
第16週教綱 outline:More regression; 7-6
第17週教綱 outline:Tests concerning regression; 9-6
第18週教綱 outline:Final exam
教學方式(%) Teaching Strategies
講授 70%
報告 10%
討論 15%
其他 5%
成績評量方式(%) Grading Policy
出席 8%
平時測驗 兩次小考及隨堂測驗數次 40%
期中考 25%
期末考 25%
其他 2%
主要書目及參考書目 References
※請遵守智慧財產權觀念、不得不法影印※
※Please abide by IPR, do not copy legally※
主要書目 Text book1:
書名 book:Probability and Statistical Inference,
作者 author:R. V. Hogg , E. A. T
出版社 publisher:Pearson
ISBN:1-292-06235-5
參考書目 Reference book1:
書名 book: Introduction to Probability and Statistics , 14th edition, 2013.
作者 author:W. Mendenhall, R. J. Beaver,&n
出版社 publisher:Brooks/Cole
ISBN:978-1-133-11150-4