WASP-package {WASP}

WASP: WAvelet System Prediction

Description

The package WASP (variance transformation) is used for system modelling and prediction.

Details

Package:	WASP
Type:	Package
Version:	1.0.1
Date:	2020-03-17
License:	GPL-3

WASP functions

Variance transformation functions: dwt.vt, modwt.vt, at.vt and associated

K-nearest neighbor function: knn

Synthetic data generator functions: data.gen.SW, data.gen.HL, data.gen.Rossler; data.gen.ar1, data.gen.ar4, data.gen.ar9, data.gen.tar1, data.gen.tar2.

Author(s)

Ze Jiang

Maintainer: Ze Jiang <[e-mail]>

References

Jiang, Z., Sharma, A., & Johnson, F. (2020). Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling. Water Resources Research, 56(3), e2019WR026962. doi:10.1029/2019wr026962

Percival, D. B. and A. T. Walden (2000) Wavelet Methods for Time Series Analysis, Cambridge: Cambridge University Press.