Package: tsfgrnn
Type: Package
Title: Time Series Forecasting Using GRNN
Version: 1.0.5
Authors@R: c(
    person("Maria Pilar", "Frias-Bustamante", role = c("aut"), email = "mpfrias@ujaen.es"),
    person("Ana Maria", "Martinez-Rodriguez", role = c("aut"), email = "ammartin@ujaen.es"),
    person("Antonio", "Conde-Sanchez", role = c("aut"), email = "aconde@ujaen.es"),
    person("Francisco", "Martinez", role = c("aut", "cre"), email = "fmartin@ujaen.es"))
Maintainer: Francisco Martinez <fmartin@ujaen.es>
Description: A general regression neural network (GRNN) is a variant of
        a Radial Basis Function Network characterized by a fast
        single-pass learning. 'tsfgrnn' allows you to forecast time
        series using a GRNN model Francisco Martinez et al. (2019)
        <doi:10.1007/978-3-030-20521-8_17> and Francisco Martinez et
        al. (2022) <doi:10.1016/j.neucom.2021.12.028>. When the
        forecasting horizon is higher than 1, two multi-step ahead
        forecasting strategies can be used. The model built is
        autoregressive, that is, it is only based on the observations
        of the time series. You can consult and plot how the prediction
        was done. It is also possible to assess the forecasting
        accuracy of the model using rolling origin evaluation.
License: GPL-2
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
Imports: ggplot2, Rcpp
VignetteBuilder: knitr
URL: https://github.com/franciscomartinezdelrio/tsfgrnn
BugReports: https://github.com/franciscomartinezdelrio/tsfgrnn
LinkingTo: Rcpp
Config/testthat/edition: 3
Repository: https://franciscomartinezdelrio.r-universe.dev
Date/Publication: 2024-02-15 08:35:10 UTC
RemoteUrl: https://github.com/franciscomartinezdelrio/tsfgrnn
RemoteRef: HEAD
RemoteSha: 3dea6b4fa42ef2ffcf29a92bd8c21541dc3b7d41
NeedsCompilation: yes
Packaged: 2026-07-04 06:03:07 UTC; root
Author: Maria Pilar Frias-Bustamante [aut],
  Ana Maria Martinez-Rodriguez [aut],
  Antonio Conde-Sanchez [aut],
  Francisco Martinez [aut, cre]