生物統計學

週次計畫

週次	主題
第 1 週	Introduction 2018/09/13
第 2 週	Producing Data: - Experimental vs. Observational study design - Hypothesis-driven vs. Data-driven - Summarizing data with numbers and graphs (1) 2018/09/20
第 3 週	Summarizing data with numbers and graphs (2) Using statistical software packages (1): Summarizing data 2018/09/27
第 4 週	Case studies (1) 2018/10/04
第 5 週	Concepts of statistical inferences: from sample to population (1) - Probability distribution I: Normal distribution - Sampling distribution - One-sample inference of mean: Confidence intervals 2018/10/11
第 6 週	Concepts of statistical inferences: from sample to population (2) - One-sample inference of mean: Hypothesis testing, p value - Type I/II error, Power, and sample size 2018/10/18
第 7 週	Comparing means - Paired-t test - Two-sample t test Using statistical software packages (2):comparing means 2018/10/25
第 8 週	Case studies (2) 2018/11/01
第 9 週	Probability distribution II: Binomial distribution One-sample inference of proportion and rate 2018/11/08
第 10 週	Inference of proportions for two independent samples (large samples) - Normal theory method (Z test) - Contingency table analysis: two by two table Using statistical software packages (3):comparing proportions 2018/11/15
第 11 週	Contingency table analysis: two dependent samples, RxC tables 2018/11/22
第 12 週	One-way Analysis of Variance (ANOVA) 2018/11/29
第 13 週	Linear regression I: Correlation and linear regression 2018/12/06
第 14 週	Linear regression II: Correlation and linear regression Using statistical software packages (4):Linear regression 2018/12/13
第 15 週	Case studies (3) 2018/12/20
第 16 週	Understanding literature (1) - Non-parametric methods in comparing groups Logistic regression models - Survival data analysis 2018/12/27
第 17 週	Understanding literature (2) - Correlated data analysis - Matching design and longitudinal data 2019/01/03
第 18 週	Final Exam 2019/01/10