天主教輔仁大學課程大綱 天主教輔仁大學課程大綱

天主教輔仁大學課程大綱 天主教輔仁大學課程大綱

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課程名稱

Course Title ^{生物資料統計分析}

授課教師

Instructor ^林彥蓉 學年度

Academic year

93 ^學期

Semester 1

課程大綱

教學目標:This course will be emphasized on biological data collection and management by statistics methods. Some statistic analysis software such as Excel SAS, and/or SPSS will be included for practice and implement learned theory. Data via statistic analysis could be more precise than words, and interpretation of analyzing results are particularly well suited for communicating scientific results.

課程範圍:data collection, probability distribution, hypothesis testing, linear regression, correlation, ANOVA, nonparametric methods

授課方式:lecture, and operation and practice of statistic analyzing software

課程進度及綱要:Introduction of Statistical Methods

Descriptive statistics: How to summarize biological data Probability: Theoretical probability distribution The normal distribution

Hypothesis test:

Hypothesis testing: one sample hypothesis Hypothesis testing: two sample hypothesis Hypothesis testing: category data

Midterm

Multiplesample hypothesis: The Analysis of Variance (ANOVA) Two factor ANOVA

Data transformation Simple linear regression Simple linear correlation

Multiple regression and correlation Nonparametric methods

Final

參考書籍:

R. F. Woolson and W.R. Clarke (2002) “Statistical Methods for the Analysis of Biomedical Data” 2nd edition, John Wiley & Sons, Inc USA.

J.H. Zar (1999) “Biostatistical Analysis”, 4th edition, Pearson Education M. Pagano and K. Gauvreau (2000) “Principles of Biostatistics” 2nd edition, Duxbury Thomsom Learning

評分方式:Homework: 50% Exams: 50%