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

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

## Documentation for package ‘fdadensity’ version 0.1.4

- DESCRIPTION file
- Package README

## 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