Package: rMEA 1.3.0

rMEA: Synchrony in Motion Energy Analysis (MEA) Time-Series

A suite of tools useful to read, visualize and export bivariate motion energy time-series. Lagged synchrony between subjects can be analyzed through windowed cross-correlation. Surrogate data generation allows an estimation of pseudosynchrony that helps to estimate the effect size of the observed synchronization. Kleinbub, J. R., & Ramseyer, F. T. (2020). rMEA: An R package to assess nonverbal synchronization in motion energy analysis time-series. Psychotherapy research, 1-14. <doi:10.1080/10503307.2020.1844334>.

Authors:Johann R. Kleinbub, Fabian Ramseyer

rMEA_1.3.0.tar.gz
rMEA_1.3.0.zip(r-4.7)rMEA_1.3.0.zip(r-4.6)rMEA_1.3.0.zip(r-4.5)
rMEA_1.3.0.tgz(r-4.6-any)rMEA_1.3.0.tgz(r-4.5-any)
rMEA_1.3.0.tar.gz(r-4.7-any)rMEA_1.3.0.tar.gz(r-4.6-any)
rMEA_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rMEA/json (API)
NEWS

# Install 'rMEA' in R:

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

Bug tracker:https://github.com/kleinbub/rmea/issues

On CRAN:

4.74 score 16 stars 23 scripts 773 downloads 3 mentions 32 exports 6 dependencies

Last updated from:16bdb24e8c. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	118
source / vignettes	OK	205
linux-release-x86_64	OK	113
macos-release-arm64	OK	135
macos-oldrel-arm64	OK	191
windows-devel	OK	81
windows-release	OK	71
windows-oldrel	OK	70
wasm-release	OK	102

Exports:CCFartefacts ccfResNames cohens_d diagnosticPlot getCCF group id is.MEA is.MEAlist lagNames MEA MEAccf MEAdistplot MEAheatmap MEAlagplot MEAlist MEAmap MEAoutlier MEAreplace MEAscale MEAsmooth readMEA s1Name s2Name sampRate session setGroup shuffle shuffle_segments timeMaster uid writeMEA

Dependencies:codetools data.table doSNOW foreach iterators snow

Help page	Topics
Detection of potential artefacts in CCF results.	CCFartefacts
Extract the names of the ccf analysis summaries in a MEA objects	ccfResNames
Cohen's d A simple function to calculate Cohen's d effect size	cohens_d
Transform color	colTrans
Plots the initial, middle and ending part of a MEA object	diagnosticPlot
Extract ccf values from MEA objects	getCCF
Get MEA attributes	group id s1Name s2Name sampRate session uid
Extract the lag names of a ccf analysis in MEA objects	lagNames
Adds lines of a 'MEA' object to a Plot	lines.MEA
'MEA' class constructor	is.MEA MEA
Moving-windows lagged cross-correlation routine for 'MEA' objects	MEAccf
Distribution of cross-correlations	MEAdistplot
Plot a heatmap of dyadic cross-correlations	MEAheatmap
Plots the average cross-correlation at different lags	MEAlagplot
Well formatted list of 'MEA' objects	is.MEAlist MEAlist
Apply a function to a single or a list of MEA objects	MEAmap
Replace outliers with given values	MEAoutlier
Substitute values from MEA data	MEAreplace
Scaling (and centering) of motion energy time-series	MEAscale
Moving average smoothing for motion energy data	MEAsmooth
Plots an object of class 'MEA'	plot.MEA
Import MEA raw data	readMEA
Sets the group of MEA objects	setGroup
Shuffle MEA data (between subjects)	shuffle
Shuffle MEA data (within subjects)	shuffle_segments
Transform time values between different formats	timeMaster
Exports analyzed MEA data to .txt files	writeMEA

Package: rMEA 1.3.0

rMEA: Synchrony in Motion Energy Analysis (MEA) Time-Series

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Help Manual

Usage by other packages (reverse dependencies)