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 |
| DOI: | 10.32614/CRAN.package.rties |
| 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 |
| 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-oldrel (arm64): rties_5.0.0.tgz, r-release (x86_64): rties_5.0.0.tgz, r-oldrel (x86_64): rties_5.0.0.tgz |
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