R

Resources to start programming and statistics with R

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Type: course video exo open book book article git repo website

level: begin intermediate advanced

Programming in R

Name	Links
First steps in R Institut Pasteur & USR 3756 – A very basic tutorial to start R
Hands-On Programming with R G Grolemund – A practical guide to start programming with R
Introduction to Programming with R R Stauffer et al. – Basics R, writing, coding & manipulating data
Intro to Programming for Analytics J Helveston – Basics in R, include an introduction to Python
R introduction J Mathys VIB – A simple tutorial to start with R, only
How to R – A youtube channel incuding short videos on basics R, data manipulation and visualization
Advanced R H Wickham –
Efficient R programming C Gillespie R Lovelace – Increase the amount of work you can do with R in a given amount of time
Avoid for loops R programming DDS – Learn how to make your code faster
Tutorials Our Coding Club – Basic coding and statistics tutorials in R
Coding etiquette G Daskalova – Writing clear, informative and easy to use code

Data science in R

Name	Links
Statistics and Data Science with R M Marin – A complete course to start statistics with R. 5 series: getting started, descriptive statistics, probability distribution, bivariate analysis, linear regression with R
Introduction to Data Science R A Irizarry – A complete guide including R basics, data wrangling, data visualisation, statistics and machine learning
R Programming for Data Science R D Peng – Start with R, load and manipulate your data
Learning statistics with R D Navarro – A tutorial for beginners to start statistics and simple tests with R
Applied Quantitative Methods D McGlinn – A more advanced course introducing R programming, version control, SQL, GIS, spatial statistics, multivariate statistics

Packages

Name	Links
R Packages H Wickham, J Bryan

Others

Name	Links
R studio cheatsheets – Very useful synthetic sheets to find the function you need
Rstudio youtube channel
R Reference Card – Quick access & definition to simple R functions
R-Uni – A list of R tutorials and resources in university webpages