Package: DWaveNARDL 0.1.0

DWaveNARDL: Dual Wavelet Based NARDL Model

Dual Wavelet based Nonlinear Autoregressive Distributed Lag model has been developed for noisy time series analysis. This package is designed to capture both short-run and long-run relationships in time series data, while incorporating wavelet transformations. The methodology combines the NARDL model with wavelet decomposition to better capture the nonlinear dynamics of the series and exogenous variables. The package is useful for analyzing economic and financial time series data that exhibit both long-term trends and short-term fluctuations. This package has been developed using algorithm of Jammazi et al. <doi:10.1016/j.intfin.2014.11.011>.

Authors:Md Yeasin [aut, cre], Ranjit Kumar Paul [aut], Ranjit Kumar Upadhyay [aut], Anita Sarkar [aut], Amrit Kumar Paul [aut]

DWaveNARDL_0.1.0.tar.gz
DWaveNARDL_0.1.0.zip(r-4.7-any)DWaveNARDL_0.1.0.zip(r-4.6-any)DWaveNARDL_0.1.0.zip(r-4.5-any)
DWaveNARDL_0.1.0.tgz(r-4.6-any)DWaveNARDL_0.1.0.tgz(r-4.5-any)
DWaveNARDL_0.1.0.tar.gz(r-4.7-any)DWaveNARDL_0.1.0.tar.gz(r-4.6-any)
DWaveNARDL_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
DWaveNARDL/json (API)

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

On CRAN:

Conda:

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

1.00 score 273 downloads 2 exports 99 dependencies

Last updated from:67e16b4533. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE164
source / vignettesOK227
linux-releaseNOTE144
macos-releaseNOTE106
macos-oldrelNOTE95
windows-develNOTE63
windows-releaseNOTE67
windows-oldrelNOTE76
wasm-releaseOK136

Exports:DWNARDLNARDL

Dependencies:abindbackportsbootbrewbroomcallrcarcarDataclicolorspacecommonmarkcowplotcpp11curlDerivdescdoBydplyrevaluatefarverforecastFormulafracdifffsgenericsggplot2gluegtablegtoolshighrisobandjsonliteknitrlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamodelrnardlnlmenloptrnnetnumDerivotelpbkrtestpillarpkgbuildpkgconfigpkgloadprocessxpspurrrquadprogquantmodquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackrdtoolsreformulasrlangroxygen2rprojrootS7sandwichscalesSparseMstringistringrstrucchangesurvivaltibbletidyrtidyselecttimeDatetseriesTTRurcautf8vctrsviridisLitewaveletswithrxfunxml2xtsyamlzoo