課程資訊
課程名稱
統計在地球科學的應用
Introductory Statistics for Geosciences 
開課學期
112-2 
授課對象
理學院  地質科學系  
授課教師
博 爾 
課號
Geo5141 
課程識別碼
224EU2790 
班次
 
學分
2.0 
全/半年
半年 
必/選修
選修 
上課時間
星期四8,9(15:30~17:20) 
上課地點
地質315 
備註
本課程以英語授課。
限學士班三年級以上
總人數上限:20人 
 
課程簡介影片
 
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課程概述

This course will provide an introduction to the theory and application of basic statistical concepts used in the Geosciences. Topics include probability, probability distributions, measurement uncertainties and error propogation, linear regression, hypothesis testing (t-test, Chi-square test, Analysis of variance ANOVA), Principal Component Analysis, Cluster analysis, and Monte Carlo methods. Emphasis is given to problem solving through weekly homework assignments. 

課程目標
The objective of the course is to familiarize the student with basic statistical analyses, and how and why they are applied in the Geosciences. Many examples from the literature will be discussed from a variety of fields. The course includes a final project where the student will focus on a particular application (from the scientific literature). 
課程要求
 
預期每週課後學習時數
 
Office Hours
 
指定閱讀
 
參考書目
Mathematical Methods in the Physical Sciences / Mary Boas 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
無資料