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spooky: Time Feature Extrapolation Using Spectral Analysis andJack-Knife Resampling

Proposes application of spectral analysis and jack-knife resampling for multivariate sequence forecasting. The application allows for a fast random search in a compact space of hyper-parameters composed by Sequence Length and Jack-Knife Leave-N-Out.

Version:1.4.0
Depends:R (≥ 3.6)
Imports:purrr (≥ 0.3.4),ggplot2 (≥ 3.3.5),readr (≥ 2.1.2),lubridate (≥ 1.7.10),imputeTS (≥ 3.2),fANCOVA (≥ 0.6-1),scales (≥ 1.1.1),tictoc (≥ 1.0.1),modeest (≥ 2.4.0),moments (≥ 0.14),greybox (≥ 1.0.1),philentropy (≥ 0.5.0),entropy (≥ 1.3.1),fastDummies (≥ 1.6.3)
Published:2022-08-13
DOI:10.32614/CRAN.package.spooky
Author:Giancarlo Vercellino
Maintainer:Giancarlo Vercellino <giancarlo.vercellino at gmail.com>
License:GPL-3
URL:https://rpubs.com/giancarlo_vercellino/spooky
NeedsCompilation:no
Materials:NEWS
CRAN checks:spooky results

Documentation:

Reference manual:spooky.html ,spooky.pdf

Downloads:

Package source: spooky_1.4.0.tar.gz
Windows binaries: r-devel:spooky_1.4.0.zip, r-release:spooky_1.4.0.zip, r-oldrel:spooky_1.4.0.zip
macOS binaries: r-release (arm64):spooky_1.4.0.tgz, r-oldrel (arm64):spooky_1.4.0.tgz, r-release (x86_64):spooky_1.4.0.tgz, r-oldrel (x86_64):spooky_1.4.0.tgz
Old sources: spooky archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=spookyto link to this page.


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