Main functions

computeDimReduction()

Compute dimensionality reduction

estimateStability()

Estimate stability

Dimensionality reduction helper functions

Exported helper functions for dimensionality reduction: accesible to the user, but recommended use via computeDimReduction.

checkParams()

Check optional dimensionaloty reduction method parameters

methodsDimReduction()

Wrapper function for dimensionality reduction methods

subsetDimReduction()

Compute dimensionality reduction for subsets of the input data

Output functions

saveDimReduction()

Save results of dimensionality reduction

General helper functions

invnorm()

Inverse normalise

rmnulls()

Remove nulls from nested list

commaList2vector()

Comma-separated string to numeric vector.