Package: fdadensity
URL: https://github.com/functionaldata/tDENS
BugReports: https://github.com/functionaldata/tDENS/issues
Type: Package
Title: Functional Data Analysis for Density Functions by Transformation
        to a Hilbert Space
Version: 0.1.4
Date: 2025-03-28
Authors@R: c(person(given = "A.",
                        family = "Petersen",
                        role = "aut"),
                 person(given = c("P.", "Z."),
                        family = "Hadjipantelis",
                        role = "aut"),
                 person(given = "H.G.",
                        family = "Mueller",
                        role = "aut"),
                 person(given = "Alexander",
                        family = "Petersen",
                        role = "cre",
                        email = "petersen@stat.byu.edu"))
Maintainer: Alexander Petersen <petersen@stat.byu.edu>
Description: An implementation of the methodology described in Petersen
        and Mueller (2016) <doi:10.1214/15-AOS1363> for the functional
        data analysis of samples of density functions.  Densities are
        first transformed to their corresponding log quantile
        densities, followed by ordinary Functional Principal Components
        Analysis (FPCA).  Transformation modes of variation yield
        improved interpretation of the variability in the data as
        compared to FPCA on the densities themselves.  The standard
        fraction of variance explained (FVE) criterion commonly used
        for functional data is adapted to the transformation setting,
        also allowing for an alternative quantification of variability
        for density data through the Wasserstein metric of optimal
        transport.
Depends: R (>= 3.3.0)
License: BSD_3_clause + file LICENSE
LazyData: false
Imports: Rcpp (>= 0.11.5), fdapace (>= 0.3.0)
LinkingTo: Rcpp
NeedsCompilation: yes
Suggests: testthat
RoxygenNote: 7.3.2
Encoding: UTF-8
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://functionaldata.r-universe.dev
Date/Publication: 2025-04-14 23:10:30 UTC
RemoteUrl: https://github.com/functionaldata/tdens
RemoteRef: HEAD
RemoteSha: 0492054c50ef818f870bd4b7aee42031338bce32
Packaged: 2026-06-24 09:46:07 UTC; root
Author: A. Petersen [aut],
  P. Z. Hadjipantelis [aut],
  H.G. Mueller [aut],
  Alexander Petersen [cre]