Author/Creator: Bernd Klaus
Curated By: Karin Sasaki
Field(s): dimensionality reduction, clustering, regression analysis, PCA
DescriptionThis is a very concise introduction to important statistical methods in bioinformatics: dimensionality reduction, clustering and regression analysis, PCA.
These techniques are illustrated in the context of the analysis of (single cell) RNA–Seq data.
Tutorial includes slides, pdf explanation and exercises.
Time Required: 3-6
Prerequisites: Basic R, basic linear algebra
Last Curated: 08/23/2016