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  生物統計學程 授課教師 張龍生 課號 HORT3020 課程識別碼 608 39000 班次 學分 3 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 核心能力關聯 核心能力與課程規劃關聯圖 課程大綱 為確保您我的權利,請尊重智慧財產權及不得非法影印 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