課程資訊
課程名稱
生物統計學
BIOSTATISTICS 
開課學期
99-1 
授課對象
生物資源暨農學院  園藝暨景觀學系  
授課教師
張龍生 
課號
HORT3020 
課程識別碼
608 39000 
班次
 
學分
全/半年
半年 
必/選修
必修 
上課時間
星期三6,7,8(13:20~16:20) 
上課地點
園藝R204 
備註
總人數上限:40人
外系人數限制:10人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/991pbg4872 
課程簡介影片
 
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課程概述

生物統計學課程大綱:

Chapter 1 Introduction
Chapter outline
General objectives
Biostatistics development
Descriptive vs inferential
Populations and samples
Frequency distribution

Chapter 2 Types of biological data
Data on a nominal scale
Data on an ordinal scale
Data on an interval scale
Data on a ratio scale

Chapter 3 Description statistics
Measure of central tendency
- arithmetic mean
- median
- median
- mode
- quartile
- other—geometric mean
Measure of dispersion
- range
- mean deviation
- variance
- standard deviation
- coefficient of variation

Chapter 4 The normal distribution
Introduction—symmetry and kurtosis
Proportions of a normal distribution
The distribution of means

Chapter 5 The sampling distribution of the sample mean
Sampling error
The mean and standard deviation of sample mean
The sampling distribution of the sample mean
The sampling distribution of the difference between two
sample means for one population mean
Chapter 6 Hypothesis test for one population mean
The nature of hypothesis testing
Terms, errors and hypothesis
- type one error
- type two error
Power
One-tailed vs two-tailed test
Confidence limit for the population mean
Confidence limit for the population variance

Chapter 7 Group comparison t-test and paired t-test
Group comparison t-test
Confidence limits for means 

課程目標
生物統計學課程 
課程要求
 
預期每週課後學習時數
 
Office Hours
 
參考書目
 
指定閱讀
 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
第4週
10/06  Chapter3: Types of biological variables and Chapter 4: Descriptive statistics 
第5週
10/13  Chapter 5: Probability distribution;Chapter 6: Sampling distribution 
第6週
10/20  Sampling distribution and 1st exam 
第7週
10/27  檢討1st mid-term exam
Disrribution of sample mean 
第8週
11/03  Distributyion of sample mean
Hypothesis test 
第9週
11/10  Hypothesis testing
One-sample tests of hupothesis 
第10週
11/17  Tests of hypothesis involving 2 samples
 
第11週
11/24  2nd mid-term exam 
第12週
12/01  The analysis of variance 
第13週
12/08  The analysis of variance 
第15週
12/22  Two-ways analysis of variance:Randomized Complete Block Design and the Friedman's test 
第16週
12/29  Regression and Correlation Analysis 
第17週
1/05  Chi-Procedures