課程資訊
課程名稱
統計學
Statistics 
開課學期
112-2 
授課對象
神經生物與認知科學學程  
授課教師
吳泓熹 
課號
Agron2002 
課程識別碼
601E20020 
班次
03 
學分
3.0 
全/半年
半年 
必/選修
必修 
上課時間
星期一7,8,9(14:20~17:20) 
上課地點
新103 
備註
本課程以英語授課。英文授課,建議僑生或外籍生修課. 星期一第6節在博雅408,409實習.
總人數上限:40人
外系人數限制:10人 
 
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課程概述

Please refer to the English version for the latest information: Syllabus


This course introduces the fundamental statistical concepts, methods and their applications to biology and agriculture.

Topics will include descriptive statistics, basic probability, discrete and continuous distribution, sampling distribution, point estimation, confidence intervals, hypothesis testing, one-way analysis of variance, correlation, linear regression analysis, and chi-square test.


Lab Description:
Lab sessions will be held on Monday period 6 (13:20 ~ 14:10). Lab will provide hands-on experience with the statistical software R. Students will learn how to perform statistical analysis and interpret its outputs.

 

課程目標
 
課程要求
 
預期每週課後學習時數
 
Office Hours
 
指定閱讀
 
參考書目
 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
Week 01
Feb/19  Introduction (no lab this week) 
Week 02
Feb/26  Descriptive statistics 
Week 03
Mar/04  Basic Probability 
Week 04
Mar/11  Discrete random variables 
Week 05
Mar/18  Continuous random variables and normal distribution 
Week 06
Mar/25  Sampling distribution and point estimation 
Week 07
Apr/01  Interval estimation and point estimation (I) 
Week 08
Apr/08  Interval estimation and point estimation (II) 
Week 09
Apr/15  Midterm exam 
Week 10
Apr/22  Hypothesis testing (I) 
Week 11
Apr/29  Hypothesis testing (II) 
Week 12
May/06  Analysis of Variance (I) 
Week 13
May/13  Analysis of Variance (II) 
Week 14
May/20  Correlation and linear regression 
Week 15
May/27  Chi-square test for categorical data 
Week 16
Jun/3  Final exam