生物統計學

週次計畫

週次	主題
第 1 週	Introduction 2017/09/14
第 2 週	Producing Data: Experimental vs. Observational study design Summarizing data with numbers and graphs (1) 2017/09/21
第 3 週	Summarizing data with numbers and graphs (2) Using statistical software packages (1): Summarizing data 2017/09/28
第 4 週	Case studies (1) 2017/10/05
第 5 週	Probability distribution I: Normal distribution Concepts of estimation and hypothesis testing I - Sampling distribution - One-sample inference of mean: Confidence intervals 2017/10/12
第 6 週	Concepts of estimation and hypothesis testing II - One-sample inference of mean: Hypothesis testing, p value - Type I/II error, Power, and sample size 2017/10/19
第 7 週	Comparing means - Paired-t test - Two-sample t test Using statistical software packages (2):comparing means 2017/10/26
第 8 週	Case studies (2) 2017/11/02
第 9 週	Probability distribution II: Binomial distribution One-sample inference of proportion and rate 2017/11/09
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 2017/11/16
第 11 週	Contingency table analysis: two dependent samples, RxC tables 2017/11/23
第 12 週	One-way Analysis of Variance (ANOVA) 2017/11/30
第 13 週	Linear regression I: Correlation and simple linear regression 2017/12/07
第 14 週	inear regression II: multiple linear regression models - The models and parameter interpretations - Multiple linear regression models with categorical predictors Using statistical software packages (4):Linear regression 2017/12/14
第 15 週	Case studies (3) 2017/12/21
第 16 週	Understanding literature (1) - Non-parametric methods in comparing groups - Logistic regression models - Survival data analysis 2017/12/28
第 17 週	Understanding literature (2) - Correlated data analysis - Matching design and longitudinal data 2018/01/04
第 18 週	Final Exam 2018/01/11