課程專區 > 藥學院
附院-醫學生物統計學特論
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

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