Marie Morvan
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  2020 : Teaching assistant :  Introduction to  statistics for biology  (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-squared test, Paired  data...
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
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