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