This course aims at providing students with a practical approach of the analysis of biological data with R, based on the concepts acquired in the course “Probabilities and statistics for modelling 1”. The associated mathematical foundations will be developed in the course “Advanced statistics”. The following notions will be investigated :
- Sampling and estimation (moments, robust estimators, confidence intervals)
- Fitting
- Additional distributions
- Hypothesis testing (mean comparison, goodness of fit,…)