Introduction to R
Petr V. Nazarov
Introduction to R
About
This training session provides a kick-start for those, who are interested in using R-language for the analysis and manipulation of their experimental data. We shall start with basic R programing, see how to load and transform biological data in R. Some basic statistical methods will be considered.
Place & Date
- Room McClintock, BAM I, LIH
- 9:00, 10-11 May, 2017
- by Petr Nazarov, with a support of Malou Fraiture and Maki Otsuka
Materials
The materials of the course are freely available online.
See top menu to navigate by topics:
Installations and basic operations
Variables and their classes
Import and export of data
Control workflow and custom functions
Data visualization
Desctiptive statistics *
Statistical tests *
Linar models (ANOVA, linear regression) *
Clustering and PCA *
(*) optional
Links
Software
- R-cran - install R.
- RStudio - install RStudio.
- Bioconductor - tools for analysis of high-throughput genomics data.
Information
- R Cheat Sheets by RStudio.
- R Reference Card - classical.
- R Tutorial
- Recent R-tidyverse course - new advanced methods.