High Dimensional Analysis in Linked Spaces

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Documentation for package ‘pandemonium’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

Bikes	Bike sharing data with model information
chi2Score	Chi-squared scores function
getBenchmarkInformation	Compute cluster information
getClusterDists	Compute cluster distance summaries
getDists	Compute distances between all points
makePlots	Generate a specified plot outside the GUI
makeResults	Generate Results for makePlots
normCoords	Scaled coordinates
outsideScore	Using externally computed score values
pandemonium	Shiny app for exploring clustering solutions
pca	Principal Component Analysis
pullCoords	Chi-Squared Loss Function Coordinates
pullCoordsNoCov	Generic Loss Function Coordinates
pullCoordsSqrt	Chi-Squared Loss Function Coordinates
rawCoords	Raw coordinates
tSNE	t-Distributed Stochastic Neighbor Embedding
umap	Uniform Manifold Approximation and Projection Embedding
userCoords	User defined coordinate function
writeResults	Write coordinates and cluster assignment to a CSV file