課程資訊
課程名稱
 高等統計推論一
Advanced Statistical Inference (Ⅰ) 
開課學期
 107-1 
授課對象
 社會科學院  經濟學系  
授課教師
  
課號
 ECON5088 
課程識別碼
 323 U1950 
班次
  
學分
 3.0 
全/半年
 半年 
必/選修
 選修 
上課時間
 星期一5(12:20~13:10)星期四8,9(15:30~17:20) 
上課地點
  
備註
 上課資訊依課號MATH7603訊息為主。限選修ECON課號，方可認定為經濟系
限學士班三年級以上 或 限碩士班以上
總人數上限：20人 
Ceiba 課程網頁
 http://ceiba.ntu.edu.tw/1071ECON5088_ 
課程簡介影片
 
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課程概述

Contents:
1. Probabilities, random variables, and distributions.
2. Transformations and expectations.
3. Common families of distributions.
4. Multivariate probability distributions and related concepts such as conditional distributions,
independence, and conditional expectation.
5. Random samples, sampling distributions, convergence concepts, and generating random samples.
6. Sufficiency, likelihood, and equivalence principals.
7. Best unbiased estimators 

課程目標
 The objective of this course is to introduce to the students some basic theory of probability. It is fundamentally important for understanding the commonly used statistical concepts and methods. It also provides a necessary basis for students for a further study of other advanced statistical courses. 
課程要求
 Introduction to Probability and Statistics Theory or equivalent
Students taking this course should be grounded in probability and mathematical
statistics at the upper division undergraduate level. 
預期每週課後學習時數
  
Office Hours
  
指定閱讀
 待補 
參考書目
 Textbook and References:
1. Casella, G. and Berger, R. L. (2002). Statistical Inference. 2nd ed. Duxbury Press.
2. Efron, B. and Hastie, Trevor (2016). Computer Age Statistical Inference: Algorithms, Evidence, and Data Science
3. Bickel, P. S. and Doksum, K. A. (2001). Mathematical Statistics: Basic Ideas and Selected Topics,
Vol. I, 2nd ed. Prentice Hall.
4. Karr, A. F. (1993). Probability. Springer-Verlag. 
評量方式
(僅供參考)
    
課程進度
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