Wild Scale-Enhanced Bootstrap


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Documentation for package ‘WiSEBoot’ version 1.4.0

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WiSEBoot-package Wild Scale-Enhanced (WiSE) Bootstrap
CM20N20S150W AIRS, IPSL, and MIROC5 Data at 150W
CM20N20S60E AIRS, IPSL, and MIROC5 Data at 60E
deSeasonalize De-seasonalize daily, monthly, or data series with IDs
padMatrix Increase data length to the closest power of 2.
padVector Increase data length to the closest power of 2.
retrieveBootstrapSample Construct the bootstrap data series from wavelet coefficients
SimulatedSmoothSeries Simulated Wavelet-Smoothed Series
SimulatedSNR15Series Simulated Wavelet Signals with SNR=15
SimulatedSNR25Series Simulated Wavelet Signals with SNR=25
SimulatedSNR5Series Simulated Wavelet Series with SNR=5
SimulatedSNR9Series Simulated Wavelet Signals with SNR=9
smoothTimeSeries Threshold Wavelet Coefficients to Create Smooth Time Series
WiSEBoot Wild Scale-Enhanced (WiSE) Bootstrap for Model Selection
WiSEConfidenceRegion WiSE Wavelet Coefficients: Linear Confidence Region
WiSEHypothesisTest WiSE Wavelet Coefficients: Linear Hypothesis Test