rties: Modeling Interpersonal Dynamics

The name of this package grew out of our research on temporal interpersonal emotion systems (TIES), hence 'rties'. It provides tools for using a set of models to investigate temporal processes in bivariate (e.g., dyadic) systems. The general approach is to model, one dyad at a time, the dynamics of a variable that is assessed repeatedly from both partners, extract the parameter estimates for each dyad, and then use those parameter estimates as input to a latent profile analysis to extract groups of dyads with qualitatively distinct dynamics. Finally, the profile memberships can be used to either predict, or be predicted by, another variable of interest. Currently, 2 models are supported: 1) inertia-coordination, and 2) a coupled-oscillator. Extended documentation is provided in vignettes. Theoretical background can be found in Butler (2011) <doi:10.1177/1088868311411164> and Butler & Barnard (2019) <doi:10.1097/PSY.0000000000000703>.

Version: 5.0.0
Depends: R (≥ 2.10)
Imports: DataCombine, DescTools, deSolve, dplyr, ggplot2, gridExtra, interactions, lattice, lme4, MASS, mclust, nlme, nnet, plyr, zoo
Suggests: devtools, knitr, rmarkdown, sjmisc, sjPlot
Published: 2020-05-11
Author: Emily Butler [aut, cre], Steven Boker [ctb]
Maintainer: Emily Butler <emily.a.butler at gmail.com>
License: GPL-3
NeedsCompilation: no
Citation: rties citation info
CRAN checks: rties results

Downloads:

Reference manual: rties.pdf
Vignettes: coupled_oscillator_V05
inertia_coordination_V05
overview_data_prep_V05
sysVar_inOut_V05
Package source: rties_5.0.0.tar.gz
Windows binaries: r-devel: rties_5.0.0.zip, r-release: rties_5.0.0.zip, r-oldrel: rties_5.0.0.zip
macOS binaries: r-release (arm64): rties_5.0.0.tgz, r-release (x86_64): rties_5.0.0.tgz, r-oldrel: rties_5.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rties to link to this page.