Package: localFDA
Type: Package
Title: Localization Processes for Functional Data Analysis
Version: 1.0.0
Date: 2020-09-24
Authors@R: c(person("Antonio", "Elías", email = "antonioefz91@gmail.com",
                  role = c("aut", "cre")),
            person("Raul", "Jiménez", role = c("aut")),
            person("Joe", "Yukich", role = c("aut")))
Description: Implementation of a theoretically supported alternative to
        k-nearest neighbors for functional data to solve problems of
        estimating unobserved segments of a partially observed
        functional data sample, functional classification and outlier
        detection. The approximating neighbor curves are piecewise
        functions built from a functional sample. Instead of a distance
        on a function space we use a locally defined distance function
        that satisfies stabilization criteria. The package allows the
        implementation of the methodology and the replication of the
        results in Elías, A., Jiménez, R. and Yukich, J. (2020)
        <arXiv:2007.16059>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
URL: https://github.com/aefdz/localFDA
BugReports: https://github.com/aefdz/localFDA
Imports: stats, graphics
Depends: R (>= 2.10)
Repository: https://aefdz.r-universe.dev
Date/Publication: 2021-01-04 09:32:42 UTC
RemoteUrl: https://github.com/aefdz/localfda
RemoteRef: HEAD
RemoteSha: bd3bda7dba4ffe0f8c5a672281c29e8e8df3b423
NeedsCompilation: no
Packaged: 2026-10-15 11:38:12 UTC; root
Author: Antonio Elías [aut, cre],
  Raul Jiménez [aut],
  Joe Yukich [aut]
Maintainer: Antonio Elías <antonioefz91@gmail.com>