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DecomposeR
View on CRAN: Click
here
Download and install DecomposeR package within the R console
Install from CRAN:
install.packages("DecomposeR")
Install from Github:
library("remotes")
install_github("cran/DecomposeR")
Install by package version:
library("remotes")
install_version("DecomposeR", "1.0.6")
Attach the package and use:
library("DecomposeR")
Maintained by
Sebastien Wouters
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.DecomposeR . DecomposeR citation info . DecomposeR results . DecomposeR.pdf . DecomposeR_1.0.6.tar.gz . DecomposeR_1.0.6.zip . DecomposeR_1.0.6.zip . DecomposeR_1.0.6.zip . DecomposeR_1.0.6.tgz . DecomposeR_1.0.6.tgz . DecomposeR_1.0.6.tgz . DecomposeR_1.0.6.tgz . DecomposeR_1.0.6.tgz . DecomposeR_1.0.6.tgz . DecomposeR archive . https://CRAN.R-project.org/package=DecomposeR .
First Published: 2020-03-20
Latest Update: 2023-02-02
Description:
Tools to apply Ensemble Empirical Mode
Decomposition (EEMD) for cyclostratigraphy purposes. Mainly: a new
algorithm, extricate, that performs EEMD in seconds, a linear interpolation
algorithm using the greatest rational common divisor of depth or time,
different algorithms to compute instantaneous amplitude, frequency and
ratios of frequencies, and functions to verify and visualise the outputs.
The functions were developed during the CRASH project (Checking the
Reproducibility of Astrochronology in the Hauterivian). When using for
publication please cite Wouters, S., Crucifix, M., Sinnesael, M., Da Silva,
A.C., Zeeden, C., Zivanovic, M., Boulvain, F., Devleeschouwer, X., 2022,
"A decomposition approach to cyclostratigraphic signal processing".
Earth-Science Reviews 225 (103894).
.
How to cite:
Sebastien Wouters (2020). DecomposeR: Empirical Mode Decomposition for Cyclostratigraphy. R package version 1.0.6, https://cran.r-project.org/web/packages/DecomposeR. Accessed 29 Mar. 2025.
Previous versions and publish date:
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View DecomposeR citation profile
Other R packages that DecomposeR depends,
imports, suggests or enhances
Complete documentation for DecomposeR
Functions, R codes and Examples using
the DecomposeR R package
Some associated functions: DecomposeR.Datasets . DecomposeR . HilbertEnvelope . HilbertTransform . InstantaneousFrequency . PrecisionTester . approx.cor . as.emd . as.pulse . check.emd . condense . dq.algorithm . extremist . extricate . gzc.algorithm . gzc.departure . gzc . inst.pulse . inst.ratio . integrity . is.ratio . is.simp.emd . mode.in . n.extrema . normalise . oscillate . parsimony . pile.down . pile.up . plot_emd . plot_hex . plot_hist . plot_imf . plot_pulse . plot_ratio . ratios . repl.out . respace . simp.emd . simple.ssa . symmetry .
Some associated R codes: DecomposeR.Datasets.R . DecomposeR.R . HilbertEnvelope.R . HilbertTransform.R . InstantaneousFrequency.R . PrecisionTester.R . approx.cor.R . as.emd.R . as.pulse.R . check.emd.R . condense.R . dq.algorithm.R . extremist.R . extricate.R . gzc.R . gzc.algorithm.R . gzc.departure.R . inst.pulse.R . inst.ratio.R . integrity.R . is.ratio.R . is.simp.emd.R . mode.in.R . n.extrema.R . normalise.R . oscillate.R . parsimony.R . pile.down.R . pile.up.R . plot_emd.R . plot_hex.R . plot_hist.R . plot_imf.R . plot_pulse.R . plot_ratio.R . ratios.R . repl.out.R . respace.R . simp.emd.R . simple.ssa.R . symmetry.R . Full DecomposeR package functions and examples
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