Package: Rlibeemd 1.4.4

Rlibeemd: Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)

An R interface for libeemd (Luukko, Helske, Räsänen, 2016) <doi:10.1007/s00180-015-0603-9>, a C library of highly efficient parallelizable functions for performing the ensemble empirical mode decomposition (EEMD), its complete variant (CEEMDAN), the regular empirical mode decomposition (EMD), and bivariate EMD (BEMD). Due to the possible portability issues CRAN version no longer supports OpenMP, but you can install OpenMP-supported version from GitHub: <https://github.com/helske/Rlibeemd/>.

Authors:Jouni Helske [aut, cre], Perttu Luukko [aut]

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Rlibeemd.pdf |Rlibeemd.html✨
Rlibeemd/json (API)

# Install 'Rlibeemd' in R:

install.packages('Rlibeemd', repos = c('https://helske.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/helske/rlibeemd/issues

Uses libs:

gsl– GNU Scientific Library (GSL)
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

ECG - Electrocardiogram Data Example ECG data from MIT-BIH Normal Sinus Rhythm Database, ECG1 of record 16265, first 2049 observations
float - Float Data The data are a position record from an acoustically tracked subsurface oceanographic float, used as an example data in Rilling et al (2007).

On CRAN:

c decomposition eemd emd time-series gsl cpp openmp

6.07 score 40 stars 11 packages 18 scripts 447 downloads 6 exports 1 dependencies

Last updated from:e02a783bf3. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	147
linux-devel-x86_64	OK	131
source / vignettes	OK	190
linux-release-arm64	OK	133
linux-release-x86_64	OK	137
macos-release-arm64	OK	120
macos-release-x86_64	OK	201
macos-oldrel-arm64	OK	91
macos-oldrel-x86_64	OK	182
windows-devel	OK	146
windows-release	OK	131
windows-oldrel	OK	118
wasm-release	OK	124

Exports:bemd ceemdan eemd emd emd_num_imfs extrema

Dependencies:Rcpp

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Bivariate EMD decomposition	bemd
CEEMDAN decomposition	ceemdan
Electrocardiogram Data Example ECG data from MIT-BIH Normal Sinus Rhythm Database, ECG1 of record 16265, first 2049 observations (0 to 16 seconds with sampling interval of 0.0078125 seconds)	ECG
EEMD Decomposition	eemd
EMD decomposition	emd
Local Extrema of Time Series	extrema
Float Data The data are a position record from an acoustically tracked subsurface oceanographic float, used as an example data in Rilling et al (2007).	float
Number of IMFs	emd_num_imfs nIMFs
Rlibeemd: Ensemble empirical mode decomposition (EEMD) and its complete variant (CEEMDAN)	Rlibeemd-package Rlibeemd