Advanced Statistical Methods in Healthcare (MSTAVS)

• Methodological tools for information processing :
• Biostatistics (STA-MULT)
• Linear
• regressionLogistic
• regressionCox-Survival
• modelCase
• analysesTutored workMethods of
• multivariate exploratory analysis (STA-ANEX)
• Descriptive exploratory
• analysisPrincipal component
• analysis
• and factor
• analysisFactorial correspondence
• analysisPLSClassificationTutored workMethods of
• longitudinal data analysis (STA-LONG)
• Introduction to longitudinal data analysisAnalysis

of

• variance for repeated-measures
• designsLinear mixed-effects
• modelsGeneralized estimating
• equationsStatistical
• treatment
• of missing
• dataCase
• analysesTutorial
• work

General objectives :

• The analysis of increasingly complex medical information requires skills and expertise in high-level statistical methodology.
• This course focuses on the concepts and use of statistical methods useful for the implementation of multivariate analyses.
• Intended for students and healthcare professionals, it aims to acquire in-depth knowledge of advanced statistical methods, enabling multivariate analyses to be carried out on censored or uncensored data, of longitudinal structure or of multiple dimensions.
• To achieve these objectives, students will compose their course by choosing 3 teaching units from the 4 proposed

.