MSPL-2018-2019
Modèles statistiques et Programmation Lettrée Licence MIAGE3 2018-2019
Welcome to the Literate Programming public repository, part of the Miage L3.
The course is organized by sessions mixing fundamentals and activities
Fundamentals
- General Introduction - Course overview, goals, references and reproducibility
- Literate Programming - Literate Programming Motivation & RStudio Case Study
- Data Representation - Checklist for good graphics (Slides for Discussion)
- Data Manipulation - Using the dplyr R package to manipulate data
- Probability / Statistics - an Introduction to Probability and Statistics (revision)
Activities
Specifications for Travaux dirigés
- Git setup and kickoff
- Critical view for plots
- Using RStudio for running a Statistical Analysis
- Combining RStudio and The Grammar of Graphics (of ggplot2)
- Data Manipulation with dplyr
- Galilée et le Paradoxe du Duc de Toscane
- Hypothesis Test : le Paradoxe du Duc de Toscane (la suite)
Additional resources
Contact Information
If you encounter any problem, please contact the professors by e-mail:
- Jean-Marc Vincent (jean-marc.vincent@imag.fr)
- Michael Mercier (adrien.faure@inria.fr)