EMDSVRhybrid: Empirical Mode Decomposition Based Support Vector Regression Model
Description: Application of empirical mode decomposition based support vector regression model for nonlinear and non stationary univariate time series forecasting. For method details see (i) Choudhury (2019) <http://krishi.icar.gov.in/jspui/handle/123456789/44873>; (ii) Das (2020) <http://krishi.icar.gov.in/jspui/handle/123456789/43174>; (iii) Das (2023) <http://krishi.icar.gov.in/jspui/handle/123456789/77772>.
| Version: | 0.2.0 |
| Depends: | EMD, e1071 |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2023-10-11 |
| DOI: | 10.32614/CRAN.package.EMDSVRhybrid |
| Author: | Pankaj Das  [aut,
cre],
Achal Lama [aut],
Girish Kumar Jha [aut] |
| Maintainer: | Pankaj Das <pankaj.das2 at icar.gov.in> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | EMDSVRhybrid results |
Documentation:
| Reference manual: | EMDSVRhybrid.html , EMDSVRhybrid.pdf |
| Vignettes: |
EMD based SVR model (source, R code) |
Downloads:
| Package source: | EMDSVRhybrid_0.2.0.tar.gz |
| Windows binaries: | r-devel: EMDSVRhybrid_0.2.0.zip, r-release: EMDSVRhybrid_0.2.0.zip, r-oldrel: EMDSVRhybrid_0.2.0.zip |
| macOS binaries: | r-release (arm64): EMDSVRhybrid_0.2.0.tgz, r-oldrel (arm64): EMDSVRhybrid_0.2.0.tgz, r-release (x86_64): EMDSVRhybrid_0.2.0.tgz, r-oldrel (x86_64): EMDSVRhybrid_0.2.0.tgz |
| Old sources: | EMDSVRhybrid archive |
Linking:
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