Sławek Staworko - R'19

Functional Programming in R 2020

Prof : 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
• R Language definition

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 [transcript: linear algebra]
3. Control and data flow
4. Data manipulation and exploration
5. Data visualization with ggplot2
6. Data interoperability

TD:

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

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]

Moodle:

• M1 MIASHS