課程資訊
課程名稱
量性科學
Quantitative Science 
開課學期
102-1 
授課對象
公共衛生學院  流預所生物醫學統計組  
授課教師
陳秀熙 
課號
EPM7121 
課程識別碼
849 M0150 
班次
 
學分
全/半年
半年 
必/選修
必修 
上課時間
星期一9,A(16:30~19:15) 
上課地點
公衛213 
備註
1.生統組碩士在職專班必修課程。 2.其他系所組別學生欲選修者,應經授課老師同意。
總人數上限:60人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1021qs 
課程簡介影片
 
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課程概述

QUANTITATIVE SCIENCE IS A BASIC COURSE FOR MASTER STUDENTS WHO HAVE BEEN ADMITTED TO DIVISION OF BIOSTATISTICS, INSTITUTE OF EPIDEMIOLOGY THROUGH PART-TIME-BASED TRACK. THIS COURSE IS PARTICULARLY USEFUL FOR THOSE WHO ARE LACKING OF STATISTICAL OR MATHEMATICAL BACKGROUND BEFORE THEY ARE ENTERTAINED BY FORMAL STATISTICS. THE COURSE STARTS FROM THE REVIEW OF BASIC CALCULUS, PROBABILITY THEORY, LINEAR MATRIX ALGEBRA, AND OTHER ADVANCED TOPICS SUCH AS DIFFERENTIAL EQUATION. A SERIES OF LECTURES ON THE APPLICATION OF SEVERAL IMPORTANT MATHEMATICAL THEOREM TO STATISTICAL ESTIMATION AND WILL BE GIVEN. THESE INCLUDE THE LINKAGE BETWEEN ORTHOGONAL PROPERTY AND INDEPENDENCE, THE ILLUMINATION OF SCORE FUNCTION IN RELATION TO FIRST DERIVATIVE, THE LIKELIHOOD FUNCTION AND MAXIMUM LIKELIHOOD ESTIMATE, TAYLOR SERIES FOR VARIANCE ESTIMATION, AND SIMPSON RULES FOR SAMPLE SIZE ESTIMATION IN SURVIVAL STUDIES. PRACTICAL EXAMPLES ON THESE TOPICS WILL BE DESIGNED AND PRACTICED BY STUDENTS DURING THE COURSE.
 

課程目標
 
課程要求
 
預期每週課後學習時數
 
Office Hours
 
參考書目
DeGroot and Schervish: Probability and Statistics 4th ed.
P. Armitage ,G. Berry and J.N.S. Matthews: Statistical Method in Medical Research. 
指定閱讀
 
評量方式
(僅供參考)
   
課程進度
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