Functional Data Analysis for Density Functions by Transformation to a Hilbert Space

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Documentation for package ‘fdadensity’ version 0.1.2

• DESCRIPTION file.

Help Pages

BacteriaPI	pH distribution of 813 bacterial organisms
CreateModeOfVarPlotLQ2D	Transformation Mode of Variation Plot
dens2lqd	Function for converting densities to log quantile density functions
dens2qd	Function for converting Densities to Quantile Densities
dens2quantile	Function for converting Densities to Quantile Functions
DeregulariseByAlpha	Function to deregularise densities to have (smaller) minimum value
FPCAdens	FPCA for densities by log quantile density transformation
GetFVE	Compute Metric-based Fraction of Variance Explained
getWFmean	Wasserstein Frechet Mean Computation
lqd2dens	Function for converting log quantile densities to densities
lqd2quantile	Function for converting log quantile densities to quantile functions
MakeDENsample	Convenience function for converting log quantile densities to densities
MakeLQDsample	Convenience function for converting densities to log-quantile densities
normaliseDensities	Normalise Densities
qd2dens	Function for converting Quantile Densities to Densities
RegulariseByAlpha	Function to regularise densities to have (larger) minimum value
Top50BabyNames	Baby name popularity densities for 50 male and 50 female names in the USA