Section outline

  • The course will start at 9:00 and end around 17:00. There will be two coffee breaks and a lunch break of one hour every day.


    15 January

    morning

    • Exploratory data analysis
    • Exercices

    afternoon

    • Hypothesis tests
    • T-test and assumptions
    • Parametric and non-parametric groups comparison
    • Exercices

    night

    • Social dinner

    16 January

    morning

    • Hypothesis tests - continuous

    • ANOVA 
    • Exercices

    afternoon

    • Multiple testing: FDR, FWER

    17 January

    all day

    • Regression
    • Correlation 

    18 January

    all day

    • Data representation, clustering and PCA