| WASP-package {WASP} | R Documentation |
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.
_PACKAGE
Author(s)
Ze Jiang
Maintainer: Ze Jiang <ze.jiang@unsw.edu.au>
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.