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, chances, statistical analysis methods and writing of conclusions of data and data; the statistical software used in this course is mainly R, and uses the online teaching website DataCamp as a software learning assistance tool.

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。

Using sas software analysis, students can establish a plan for processing data data, analysis and analysis of results and practical experiments (using a systematic design method). First, the differences between ethnic groups and samples were investigated, and the possible errors (Type I, Type II) occurred during the statistical analysis, and the Z distribution used by the ethnic groups and the t distribution during application, single factor design (CRD, RCBD, Latin Square) and complex factor design in the variable analysis. The origin and application of Simple & Multiple regression. Common methods for the analysis of two distributions, bovasone distribution and non-matrix 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).

Biological Statistics (third edition), Lin Weisen, Chen Qinghao, and Chen Yuchenglu (Ying Hai Book).
Principles of Biostatistics (3rd Edition) by Marcello Pagano, Kimberlee Gauvreau, and Heather Mattie (CRC Press)
Biological Statistics Entrance (Seventh Edition), written by Shen Minglai (Jiuzhou Book 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
Regular achievements
30 含出席紀錄、作業成績與統計軟體操作

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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: 48 人

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