Package: DCSmooth 1.1.2

DCSmooth: Nonparametric Regression and Bandwidth Selection for Spatial Models

Nonparametric smoothing techniques for data on a lattice and functional time series. Smoothing is done via kernel regression or local polynomial regression, a bandwidth selection procedure based on an iterative plug-in algorithm is implemented. This package allows for modeling a dependency structure of the error terms of the nonparametric regression model. Methods used in this paper are described in Feng/Schaefer (2021) <https://ideas.repec.org/p/pdn/ciepap/144.html>, Schaefer/Feng (2021) <https://ideas.repec.org/p/pdn/ciepap/143.html>.

Authors:Bastian Schaefer [aut, cre], Sebastian Letmathe [ctb], Yuanhua Feng [ths]

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DCSmooth.pdf |DCSmooth.html✨
DCSmooth/json (API)
NEWS

# Install 'DCSmooth' in R:
install.packages('DCSmooth', repos = c('https://bastian-schaefer.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.70 score 5 scripts 148 downloads 11 exports 76 dependencies

Last updated 3 years agofrom:a26fd36e45. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 18 2024
R-4.5-win-x86_64NOTEOct 18 2024
R-4.5-linux-x86_64NOTEOct 18 2024
R-4.4-win-x86_64NOTEOct 18 2024
R-4.4-mac-x86_64NOTEOct 18 2024
R-4.4-mac-aarch64NOTEOct 18 2024
R-4.3-win-x86_64NOTEOct 18 2024
R-4.3-mac-x86_64NOTEOct 18 2024
R-4.3-mac-aarch64NOTEOct 18 2024

Exports:dcskernel.assignkernel.listqarma.estqarma.simsarma.estsarma.simset.optionssfarima.estsfarima.simsurface.dcs

Dependencies:askpassbase64encbslibcachemclicodetoolscolorspacecpp11crosstalkcurldata.tabledigestdoParalleldplyrevaluatefansifarverfastmapfontawesomeforeachfracdifffsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcppRcppArmadillorlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

DCSmooth

Bastian Schaefer

Rendered fromDCSmooth.Rmdusingknitr::rmarkdownon Oct 18 2024.

Last update: 2021-10-21
Started: 2021-08-12