生物統計學

週次計畫

週次	主題
第 1 週	1. Introduction: population, sample 2. Data characteristics 3. SPSS 2020/09/14
第 2 週	Descriptive statistics 1. mean, standard deviation 2. median, Q1, Q3 3. coefficient of variation 4. Using SPSS 2020/09/21
第 3 週	Commonly used distributions: 1. Normal and Bernoulli distributions 2. Excel 3. Sampling distribution of sample mean (for continuous data) 4. Binomial distribution (for binary data) 2020/09/28
第 4 週	1. Law of large number (LLN) 2. Central limit theorem 2020/10/05
第 5 週	Point estimation for the population mean (I) 1. Point estimation and interval estimation 2. One sample inference: mean 3. t-distribution 2020/10/12
第 6 週	Point estimation (II) Two independent samples: difference in means and proportions 2020/10/19
第 7 週	Point estimation for the population proportion (III): 1. One sample: proportion 2. Two independent samples: difference in proportions 2020/10/26
第 8 週	Testing (I) 1. Null hypothesis and alternative hypothesis 2. Significant level 3. P-value, Critical region and critical value 2020/11/02
第 9 週	Testing (II): 1. Procedure of conducting testing 2. Type I error and Type error 2020/11/09
第 10 週	Testing (III): 1. Two-tail test 2. One-tail test; 3. Two-tail testing vs confidence interval 2020/11/16
第 11 週	Two-sample t test 2020/11/23
第 12 週	1. Two-sample test for the difference in the population proportions 2. Chi-square test 3. odds ratio 2020/11/30
第 13 週	McNemar''s test 2020/12/07
第 14 週	1. One-way ANOVA vs Kruskal-Wallis test 2. One-way two-group ANOVA vs t-test 2020/12/14
第 15 週	Regression analysis (I) linear association (Pearson''s correlation vs Spearman''a rank correlation) 2020/12/21
第 16 週	Regression analysis (II) linear models (Simple regression model, multiple regression model) 2020/12/28
第 17 週	Logistic regression model 2021/01/04
第 18 週	Final exam 2021/01/11