Topic outline

  • General

    Advanced statistics: Statistical Modeling

    Lausanne, 13-16 June 2016

    University of Lausanne, GĂ©nopode Building, room 2020

    This page is addressed to registered participants. To access event description, exact location and application form, please click here.

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    • Programme

      The course will run every day from 9h to 12h30 and then from 13h30 to 17h, and will include two coffee breaks per day.

      13 June: Advanced linear models

      • simple and multiple linear models
      • inference
      • interactions
      • contrasts
      • model selection/building
      • diagnostic tools

      14 June: Generalized linear models

      • Generalized linear models theory
      • logistic and poisson regression

      15 June: Linear mixed models

      • fixed and random effects
      • crossed/nested random effects
      • longitudinal data analysis

      16 June: Survival analysis

      • survival data
      • Kaplan-Meier curves
      • log-rank test
      • Cox PH model
      • stratification
      • advanced models (time-dependent variables, frailty models)