WASP: Wavelet System Prediction

The wavelet-based variance transformation method is used for system modelling and prediction. It refines predictor spectral representation using Wavelet Theory, which leads to improved model specifications and prediction accuracy. Details of methodologies used in the package can be found in Jiang, Z., Sharma, A., & Johnson, F. (2020) <doi:10.1029/2019WR026962>, Jiang, Z., Rashid, M. M., Johnson, F., & Sharma, A. (2020) <doi:10.1016/j.envsoft.2020.104907>, and Jiang, Z., Sharma, A., & Johnson, F. (2021) <doi:10.1016/J.JHYDROL.2021.126816>.

Version: 1.4.4
Depends: R (≥ 3.6.0)
Imports: waveslim, stats, tidyr, readr, ggplot2, sp, zoo, fitdistrplus
Suggests: FNN, SPEI, knitr, dplyr, cowplot, gridGraphics, bookdown, rmarkdown, synthesis, kableExtra, devtools, testthat
Published: 2024-07-20
Author: Ze Jiang ORCID iD [aut, cre], Md. Mamunur Rashid ORCID iD [aut], Ashish Sharma ORCID iD [aut], Fiona Johnson ORCID iD [aut]
Maintainer: Ze Jiang <ze.jiang at unsw.edu.au>
BugReports: https://github.com/zejiang-unsw/WASP/issues
License: GPL-3
URL: https://github.com/zejiang-unsw/WASP#readme
NeedsCompilation: no
Citation: WASP citation info
Materials: README NEWS
CRAN checks: WASP results

Documentation:

Reference manual: WASP.pdf
Vignettes: Wavelet System Prediction

Downloads:

Package source: WASP_1.4.4.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): WASP_1.4.4.tgz, r-release (x86_64): not available, r-oldrel (x86_64): WASP_1.4.4.tgz
Old sources: WASP archive

Linking:

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