Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis

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Documentation for package ‘HVT’ version 23.11.1

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

Help Pages

exploded_hmap	Function to construct an interactive 3D heatmap overlay for each HVT Level
get_cell_id	Function to generate cell ID based on 1D sammons projection
HVT	Constructing Hierarchical Voronoi Tessellations
hvtHmap	Heat Map over Hierarchical Voronoi Tessellations
mlayerHVT	Predict which cell and what level each point in the test dataset belongs to
multiNormalDist	Multivariate normal distribution
plotCells	Plot the identified outlier cell(s) in the voronoi tessellations map. Plotting function to construct hierarchical voronoi tessellations and highlight the cells using the compressed HVT map.
plotDiag	Make the diagnostic plots for hierarchical voronoi tessellations model.
plotHVT	Plot the hierarchical tesselations. Main plotting function to construct hierarchical voronoi tessellations.
predictHVT	Predict which cell and what level each point in the test dataset belongs to
predictLayerHVT	Predict which cell and what level each point in the test dataset belongs to
qeHistPlot	plotDiag Make the diagnostic plots for hierarchical voronoi tessellations model.
removeNovelty	removeNovelty
removeOutliers	removeOutliers