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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

  1. General Introduction - Course overview, goals, references and reproducibility
  2. Literate Programming - Literate Programming Motivation & RStudio Case Study
  3. Data Representation - Checklist for good graphics (Slides for Discussion)
  4. Data Manipulation - Using the dplyr R package to manipulate data
  5. Probability / Statistics - an Introduction to Probability and Statistics (revision)

Activities

Specifications for Travaux dirigés

  1. Git setup and kickoff
  2. Critical view for plots
  3. Using RStudio for running a Statistical Analysis
  4. Combining RStudio and The Grammar of Graphics (of ggplot2)
  5. Data Manipulation with dplyr
  6. Galilée et le Paradoxe du Duc de Toscane
  7. 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: