基本素養 Basic Literacy
課程概述 Course DescriptionIntroduce the statistical methods of longitudinal data analysis and multivariate analysis
Introduce the statistical methods of longitudinal data analysis and multivariate analysis
課程學習目標 Course Objectives
課程進度 Progress Description
|進度說明 Progress Description|
|1||（02/26）Sample size estimation|
|4||（03/19）1.Univariate analysis 2.Bivariate analysis: Parametric and Non-parametric approaches -parametric approaches|
|5||（03/26）Concept of confounding & effect-modification|
|7||（04/09）Avoid confounding at study design: Matching|
|8||（04/16）Control for confounding at analysis: Stratified analysis|
|9||（04/23）1. Take-home mid-term exam will be provided 2. Control for confounding at analysis: Multiple regression models|
|10||（04/30）1.Introduction to Generalized Linear Model (GLM) 2.GLM with continuous outcomes|
|11||（05/07）GLM with categorical outcomes: Binary logistic regression|
|12||（05/14）GLM with categorical outcomes: Multi-nominal and ordinal logistic regression|
|13||（05/21）GLM with counting outcomes: Poisson regression|
|14||（05/28）Survival analysis: Life Table（余聰）|
|15||（06/04）Survival analysis: Cox proportional hazard models（余聰）|
|16||（06/11）GLM with correlated data: Generalized Estimation Equation|
|17||（06/18）Class suspended: 端午節放假一天（Dragon Boat Holiday）|
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