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: 1.4.1
Depends: R (≥ 3.6.0)
Imports: waveslim, stats, tidyr, ggplot2, sp
Suggests: zoo, FNN, readr, knitr, cowplot, gridGraphics, bookdown, rmarkdown, SPEI, NPRED, synthesis, kableExtra, fitdistrplus, testthat
Published: 2021-09-02
Author: Ze Jiang [aut, cre] (<https://orcid.org/0000-0002-3472-0829>), Ashish Sharma [aut] (<https://orcid.org/0000-0002-6758-0519>), Fiona Johnson [aut] (<https://orcid.org/0000-0001-5708-1807>)
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
Materials: README NEWS
In views: Hydrology
CRAN checks: WASP results

Documentation:

Reference manual: WASP.pdf
Vignettes: WASP

Downloads:

Package source: WASP_1.4.1.tar.gz
Windows binaries: r-devel: WASP_1.4.1.zip, r-release: WASP_1.4.1.zip, r-oldrel: WASP_1.4.1.zip
macOS binaries: r-release (arm64): WASP_1.4.1.tgz, r-release (x86_64): WASP_1.4.1.tgz, r-oldrel: WASP_1.4.1.tgz
Old sources: WASP archive

Reverse dependencies:

Reverse suggests: NPRED, synthesis

Linking:

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