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) , Jiang, Z., Rashid, M. M., Johnson, F., & Sharma, A. (2020) , and Jiang, Z., Sharma, A., & Johnson, F. (2021) .


Reference manual

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1.4.1 by Ze Jiang, 25 days ago


Report a bug at https://github.com/zejiang-unsw/WASP/issues

Browse source code at https://github.com/cran/WASP

Authors: Ze Jiang [aut, cre] , Ashish Sharma [aut] , Fiona Johnson [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports waveslim, stats, tidyr, ggplot2, sp

Suggests zoo, FNN, readr, knitr, cowplot, gridGraphics, bookdown, rmarkdown, SPEI, NPRED, synthesis, kableExtra, fitdistrplus, testthat

See at CRAN