Sławek Staworko - R'18

Programming in R 2018

Responsable du cours : Sławek Staworko

Online materials

• Introduction à la programmation en R de Vincent Goulet
• Introductory Statistics with R de Peter Dalgaard
• The R Project (official site) [download R]
• R Studio
• Language definition
• Tutorials (Data Camp)
  • Introduction à R (en français)
  • Introduction to R
  • Intermediate R
  • Writing functions
  • Importing data (part 1 and part 2)
  • Data visualisation (ggplot2)
  • Data Manipulation

Resources

1. Basic Income Survey [data]
2. Young People Survey [data]
3. Education Statistics [data]
4. World Gender Statistics [data]
5. World Happiness Report [data]
6. US Population Survey[data]

Course Outline:

1. Basic data types and expressions
2. Flow control: functions, conditional blocks (if), loops (for/while/repeat/break/next)
3. Data structures: vectors, matrices, lists, data frames
4. Data import and export
5. Drawing graphs
6. Descriptive statistics

CM:

1. Higher-order functions and their types
2. Data structures
3. Control and data flow
4. Data exploration and visualization [raw R session transcript]

TD:

1. Higher-order functions and their types
2. Vectors and matrices [solution ex 20]
3. Control and Data flow [solution]
4. Exploratory Data Analysis

Project Master:

• Objectif : EDA (Exploratory Data Analysis)
• Declarations
• Depot Moodle

Project Licence SoQ:

• Objectif : EDA (Exploratory Data Analysis)
• Depot Moodle