課程專區 > 藥學院
高級生物統計學特論
週次 章節
01-1 Advanced concept of multiple regression
01-2 Advanced concept of multiple regression-applications
01-3 01-3dvanced concept of multiple regression-confounding and interaction
01-4 Advanced concept of multiple regression-regression diagnostic and collinearity
01-5 01-5Advanced concept of multiple regression-selection of best regression
01-6 Advanced concept of multiple regression-hierarchical selection
01-7 Advanced concept of multiple regression-reporting regressions and 應用實例
02-1 Multi-factor ANOVA-review one-way ANOVA
02-2 Multi-factor ANOVA-2-way ANOVA model
02-3 Multi-factor ANOVA-Randomized block design (optional)
02-4 Multi-factor ANOVA-reporting results and 應 用實例
03 ANCOV-Aanalysis of covariance
04-1 Repeated measures & longitudinal analysis-MANOVA
04-2 Repeated measures & longitudinal analysis-Mixed models
04-3 Repeated measures & longitudinal analysis-GEE
04-4 Repeated measures & longitudinal analysis-GEE
04-5 Repeated measures & longitudinal analysis-GEE
04-6 Repeated measures & longitudinal analysis-GEE
04-7 Repeated measures & longitudinal analysis-GEE
04-8 Repeated measures & longitudinal analysis-GEE
04-9 Repeated measures & longitudinal analysis
05-1 Logistic regressions-general model (logit transformation)
05-2 Logistic regressions-interpretation of variables (with review of odds ratios)
05-3 Logistic regressions-複習 multiple regression 所教的 技巧應用在logistic regression)
05-4 Logistic regressions-goodness of fit
05-5 Logistic regressions-selection of variable
06-1 ROC curves-sensitivity and specificity
06-2 ROC curves-how to generate ROC curves
07-1 Survival analysis
07-2 Survival analysis
07-3 Survival analysis
07-4 Survival analysis
08 PH assumption & time-dependent covariate
09 meta-analysis

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