課程資訊
課程名稱
生物統計學
Biostatistics 
開課學期
100-1 
授課對象
學程  神經生物與認知科學學程  
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/1001_biostatistics 
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1週
9/14  Introduction 
第2週
9/21  How to obtain statistic information? 
第3週
9/28  Types of biological data,and Descriptive statistics 
第4週
10/05  Probability Distributions 
第5週
10/12  Sampling Distributions 
第6週
10/19  Sampling distribution 
第7週
10/26  First mid term exam 
第8週
11/02  Introduction of hypothesis test and One-Sample Tests of Hypothesis 
第9週
11/09  One-Sample Tests of Hypothesis and two sample tests 
第10週
11/16  Tests of Hypothesis Involving Two Samples 
第11週
11/23  Goodness of Fit Tests for Categorical Data 
第12週
11/30  Contingency Tests for Categorical Data 
第13週
12/07  2 mid-term exam 
第14週
12/14  k-Sample Tests of Hypothesis : The Analysis of Variance 
第15週
12/21  Kruskal-Wallis nonparametric test and multiple range tests 
第16週
12/28  Mean comparison of Kruskal Wallis test and Randomized Complete Block Design 
第17週
1/04  SAS for one-way analysis of variance and Randomized Complete Block Design