2020 : Teaching assistant :  Introduction to  statistics  (Bachelor in Biology, Université Bretagne Sud):

• Descriptive statistics 
• Hypothesis testing : comparison of means,  comparison of proportions
• Practical sessions : 
  • ​Introduction to R software
  • ​Student's t-test, Chi-sqaured test, Paired  data...

Module de statistiques L3-bio (UBS) : Cours 1, Cours 2, Cours 3, Cours 4, Exercices

• TP1  :    sujet, données , correction
• TP2   : sujet ,  correction
• TP3 : sujet, données
• ​Données et leurs descriptions pour  le projet :
  • Cryo  :   https://archive.ics.uci.edu/ml/datasets/Cryotherapy+Dataset+
  • ILPD :   https://archive.ics.uci.edu/ml/datasets/ILPD+%28Indian+Liver+Patient+Dataset%29
  • PesticidesMiel :   https://www.kaggle.com/kevinzmith/honey-with-neonic-pesticide
  • FootprintFranceIrlande :   https://www.kaggle.com/footprintnetwork/national-footprint-accounts-2018
  • EgyVIH :   https://archive.ics.uci.edu/ml/datasets/Hepatitis+C+Virus+%28HCV%29+for+Egyptian+patients​ 

2017, 2018 : Teaching assistant : Statistical Learning - practical sessions (Master 1 in Biology, Université Rennes 1):

• Linear model, Ridge regression  and LASSO penalization, Logistic regression
• Model selection : AIC, BIC, Mallows's Cp; Stepwise methods
• Classification : Hierarchical clustering, k-means, k-NN; Random forest, Neural networks

 

2016 : Teaching assistant : Introduction  to biostatistics - practical sessions (Bachelor  in Biology, Université Rennes 1):

• Introduction to   R software 
• Student's t-test, Chi-squared test, Correlation test
• Linear model, ANOVA and post-hoc tests
• Principal Component Analysis,  Correspondence Analysis, Hierarchical clustering