Second semester

R project for Statistics

Teacher(s): Paul CHEVALIER, Laurent COSTA, Christophe LESIEUR, Danaé ODIN-STEINER, Brandon SAINTILAN

Course type: STATISTICS

Correspondant: Adrien SAUMARD

Unit: UE1-07-M-E-S Introduction to statistical learning

Number of ECTS: 1

Course code: 1ASTA07

Distribution of courses: Heures de TP : 12

Language of teaching: French

Evaluation methods: 1 TP noté individuel de 3h

Objectives

Write programs in R ; Calculate descriptive statistics, manipulate data, and perform simulations ; Implement simple and multiple linear regression on real data ; Implement various statistical tests with R ; Manage a project, create a package ; Use the R-Studio IDE ;

Course outline

Getting Started with the SoftwarernDescriptive Statistics ; Random Variables in R ; Programming with R (Functions and Tests) ; Graphing with ggplot2 ; Simple and Multiple Linear Regression ; Statistical Tests

Prerequisites

None