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)
NeedsCompilation: no
Packaged: 2020-09-27 14:10:55 UTC; anton
Author: Antonio Elías [aut, cre],
  Raul Jiménez [aut],
  Joe Yukich [aut]
Maintainer: Antonio Elías <antonioefz91@gmail.com>
Repository: CRAN
Date/Publication: 2020-09-30 08:30:09 UTC
Built: R 4.6.0; ; 2026-04-25 20:05:06 UTC; unix
