eXtended Empirical Mode Decomposition


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Documentation for package ‘xemd’ version 0.1.5

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assessFractionalNoise Fractional Gaussian Noise Test of Intrinsic Mode Functions
assessIMF Intrinsic Mode Function Conditions
assessWhiteNoise White-Noise Significance Test of Modes
buildHilbertSpectrum Hilbert Spectrum by Frequency Cells
computeInstantaneousAttributes Instantaneous Amplitude, Phase and Frequency
decomposeBEMD Bivariate Empirical Mode Decomposition
decomposeCEEMD Complementary Ensemble Empirical Mode Decomposition
decomposeCEEMDAN Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
decomposeEEMD Ensemble Empirical Mode Decomposition
decomposeEMD Empirical Mode Decomposition
decomposeEWT Empirical Wavelet Transform
decomposeICEEMDAN Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
decomposeIF Iterative Filtering
decomposeIteratedMaskedEMD Iterated Masking Empirical Mode Decomposition
decomposeLMD Local Mean Decomposition
decomposeMaskedEMD Masked Empirical Mode Decomposition
decomposeMEMD Multivariate Empirical Mode Decomposition
decomposeMVMD Multivariate Variational Mode Decomposition
decomposeNAMEMD Noise-Assisted Multivariate Empirical Mode Decomposition
decomposeSVMD Successive Variational Mode Decomposition
decomposeTSL Decomposition of Time-Series Records
decomposeTVFEMD Time-Varying Filter Empirical Mode Decomposition
decomposeVMD Variational Mode Decomposition
describeModule Identity of the Installed Module
estimateMaskFrequency Mask Frequency of the 2005 Masking
extractSSTModes Components Along the Ridges of a Synchrosqueezed Transform
listDecompositions Methods of the Record Operation
listOperations Exported Operations and Their Arguments
measureDispersion Dispersion of Ensemble Members
measureDTW Dynamic Time Warping Distance of Modes
measureFCF Fault Correlation Factor of Modes
measureModesTSL Metrics of the Modes of Time-Series Records
measureOrthogonality Inner Products and Cosines Between Components
measurePMSI Pseudo-Mode Splitting Index
measureQRF Quality of Reconstruction Factor
reconstructTSL Reconstruction of Time-Series Records from Their Modes
resiftModes Consecutive Post-Processing of Ensemble Modes
selectModesEnergy Selection of Modes by Energy
selectModesTSL Selection of the Modes of Time-Series Records
transformSST Synchrosqueezed Wavelet Transform