Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis

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Documentation for package ‘HVT’ version 25.2.7

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

Help Pages

clustHVT	Performing Hierarchical Clustering Analysis
displayTable	function for displaying table
edaPlots	plots for data analysis
getTransitionProbability	Creating Transition Probability Matrix
HVTMSMoptimization	HVT-MSM Optimization Function
msm	Performing Monte Carlo Simulations of Markov Chain
OptimizationResults	Table display of all combinations performed in 'HVTMSMoptimization'
plotAnimatedFlowmap	Generating flow maps and animations based on transition probabilities
plotHVT	Plot the hierarchical tessellations.
plotModelDiagnostics	Make the diagnostic plots for hierarchical voronoi tessellations
plotMsmKN	plotting MAE across Number of cells
plotNovelCells	Plot the identified outlier cells in the voronoi tessellation map.
plotQuantErrorHistogram	Make the quantization error plots for training and scoring.
plotStateTransition	Creating State Transition Plot
plotZscore	Plots of z scores
reconcileTransitionProbability	Reconciliation of Transition Probability
removeNovelty	Remove identified novelty cell(s)
scoreHVT	Score which cell each point in the test dataset belongs to.
scoreLayeredHVT	Score which cell and what layer each data point in the test dataset belongs to
summary	Table for displaying summary
trainHVT	Constructing Hierarchical Voronoi Tessellations