Statistics for High-Dimensional Data, 2016

Lecturers: Wessel van Wieringen and Mark van de Wiel. Below you find the material from Mark. Wessel's material can be found here.

PCA, Clustering, Differential expression analysis, Shrinkage & Empirical Bayes

Exercises (will be updated weekly)
Data sets: d10000.Rdata and datamiRseq.Rdata

Multiple Testing

Multiple testing exercises (FWER + FDR + Bayes)
Data (p-values): pvals.Rdata