  週次 章節 01-1 Introduction to statistical analysis-為什麼要學生統 01-2 Introduction to statistical analysis-when do we need statistics-我們什麼時候會用到統計學 01-3 Introduction to statistical analysis-statistical methods for different purposes-統計學各種用途 01-4 Introduction to statistical analysis- how to decide tables-如何選擇統計方法 02-1 Basic statistics-basic statistics-基礎統計學 02-2 Basic statistics-describing numerical variables-變異數 02-3 Basic statistics-mean and median-平均數與中位數 03-1 Probability and normal-coin experiment-硬幣實驗 03-2 Probability and normal-probability concept in statistical analysis-機率 03-3 Probability and normal-normal distribution-常態分布 03-4 Probability and normal-central limit theorem-中央極限法 04-1 Estimation and confidence intervals-estimation-估計 04-2 Estimation and confidence intervals-confidence intervals-信賴區間 05-1 Hypothesis testing-concept of hypothesis testing-假設檢定 05-2 Hypothesis testing-one sample inference-單一樣本檢定 05-3 Hypothesis testing-how to interpret significance-如何釋義 06-1 t-test-跟誰比 06-2 t-test-paired t-test -配對樣本T檢定 06-3 t-test-two independent sample t-test 獨立樣本T檢定 07-1 ANOVA-when do we use ANOVA 何時用ANOVA 07-2 ANOVA-post-hoc comparison 事後比較檢定 07-3 ANOVA-how to choose statistical methods 如何選統計方法 08-1 Chi-square test (I)- comparing percentages 比較百分比 08-2 Chi-square test (I)-how to present tables如何製表 10-1 Chi-square test (II)- McNemar test 麥內瑪關聯樣本檢定 10-2 Chi-square test (II)-Fisher's exact test 費雪精確性檢定 10-3 Chi-square test (II)-Chi-square testing for trend 10-4 Chi-square test (II)-Mantel-Haenszel test卡方檢定 11-1 Effect measurement of categorical variables-risk differences and risk ratio風險差異和風險比 11-2 Effect measurement of categorical variables- odds ratio 比數比 12-1 Associaton measures of categorical variables-Kappa statistic 卡帕檢定 12-2 Associaton measures of categorical variables-Chi-square test of goodness of fit 13-1 Corrleation and reliability-correlation coefficient相關係數 13-2 Corrleation and reliability-presentation圖像 13-3 Corrleation and reliability-reliability coefficient 效度係數 14-1 Simple linear regression-simple linear regression線性迴歸 14-2 Simple linear regression-correlation vs regression coefficient 15-1 Basic concept of multiple regression-meanings of parameter estimates參數估計 15-2 Basic concept of multiple regression-when do we use regression/assumption 15-3 Basic concept of multiple regression-confounding and interaction 15-4 Basic concept of multiple regression-dummy variables虛擬變數 15-5 Basic concept of multiple regression-collinearity共線 16-1 Non-parametric statistics非參數統計-class 1 16-2 Non-parametric statistics非參數統計-class 2 17-1 Sample size calculation-基本原理 17-2 Sample size calculation-影響因素 17-3 Sample size calculation-注意事項 17-4 sample size calculation for observational study 對本課程之任何意見，歡迎您提供，以作為後續改進之參考。 