2104 - 生物統計學

Biometrics

教育目標 Course Target

了解資料與數據之類別、機率、統計分析方法及結論之撰寫;本課程使用之統計軟體以 R 為主,並使用線上教學網站 DataCamp 作為軟體學習輔助工具。

Understand the categories of data and data, probabilities, statistical analysis methods and conclusion writing; the statistical software used in this course is mainly R, and the online teaching website DataCamp is used as a software learning aid.

課程概述 Course Description

利用sas軟體分析,建立學生對資料數據的處理,結果之研判及實驗工作的規劃(採用統計設計方式)。首先就族群與樣品的差異予以探討,統計時產生可能錯誤(Type I,Type II)緣由,及由族群所用的Z分布及應用時的t分布,變方分析中的單因子設計(CRD,RCBD,Latin Square)與複因子設計。迥歸分析(Simple & Multiple regression)的由來及應用。二項分布及卜瓦松分布及非母數分析常用的方法包括chi-square 、rank test等各種方法。

Use SAS software analysis to establish students' processing of data, research and judgment of results, and planning of experimental work (using statistical design methods). First, we will discuss the differences between groups and samples, the causes of possible errors (Type I, Type II) in statistics, the Z distribution used by groups and the t distribution when applied, single factor design (CRD, RCBD, Latin Square) and complex factor design in square analysis. The origin and application of Simple & Multiple regression. Commonly used methods for binomial distribution, Boisson distribution and non-primary analysis include chi-square, rank test and other methods.

參考書目 Reference Books

生物統計學(第三版),林為森、陳清浩、陳俞成譯 (滄海圖書)。
Principles of Biostatistics (3rd Edition) by Marcello Pagano, Kimberlee Gauvreau, and Heather Mattie (CRC Press)
生物統計學入門(第七版),沈明來 編著 (九州圖書文物有限公司)。
An Introduction to Biostatistics by Thomas Glover and Kevin Mitchell (Waveland Press, Inc.)
Biostatistics for the Biological and Health Sciences with Statdisk by Marc M. Triola and Mario F. Triola (Pearson Education Limited).

Biostatistics (Third Edition), translated by Lin Weisen, Chen Qinghao, and Chen Yucheng (Canghai Books).
Principles of Biostatistics (3rd Edition) by Marcello Pagano, Kimberlee Gauvreau, and Heather Mattie (CRC Press)
Introduction to Biostatistics (Seventh Edition), edited by Shen Minglai (Jiuzhou Book and Cultural Relics Co., Ltd.).
An Introduction to Biostatistics by Thomas Glover and Kevin Mitchell (Waveland Press, Inc.)
Biostatistics for the Biological and Health Sciences with Statdisk by Marc M. Triola and Mario F. Triola (Pearson Education Limited).

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
期中考
midterm exam
35
期末考
final exam
35
平時成績
usual results
30 含出席紀錄、作業成績與統計軟體操作

授課大綱 Course Plan

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 2104
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Thursday/5,6,7[AG104]
  • 授課教師 Teacher:
    陳怡蓁
  • 修課班級 Class:
    畜產系2-4
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 43 人

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