Modeling Interpersonal Dynamics

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Documentation for package ‘rties’ version 5.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

actorPartnerDataCross	Takes individual cross-sectional data from dyads and turns it into actor-partner format.
actorPartnerDataTime	Takes individual repeated measures data from dyads and turns it into actor-partner format.
autoCorPlots	Produces auto-correlation plots of the observed state variable for lags of -+ 20 time steps for each dyad.
cloCoupledOde	Provides the equation for a coupled oscillator model for the differential equation solver (ode) to plot
cloPlotTraj	Plots the bivariate state variable's clo model-predicted temporal trajectories for each latent profile of clo parameters.
cloResids	Produces histograms of the residuals from the oscillator model for each dyad.
cloUncoupledOde	Provides the equation for an un-coupled oscillator model for the differential equation solver (ode) to plot
crossCorPlots	Produces cross-correlation plots of the observed state variable for lags of -+ 20 time steps for each dyad.
dataPrep	Reformat a user-provided dataframe in a generic form appropriate for _rties_ modeling
dyadic	Produces plots for sysVarIn when sysVar is dyadic.
estDerivs	Estimates first and second derivatives of an oberved state variable
histAll	Histograms for all numeric variables in a dataframe.
indiv2profilesCat	Produces plots for sysVarIn when sysVar is categorical and there are 2 profiles
indiv2profilesCont	Produces plots for sysVarIn when sysVar is continuous and there are 2 profiles
indiv3profilesCat	Produces plots for sysVarIn when sysVar is categorical and there are 3 profiles
indiv3profilesCont	Produces plots for sysVarIn when sysVar is continuous and there are 3 profiles
indiv4profilesCat	Produces plots for sysVarIn when sysVar is categorical and there are 4 profiles
indiv4profilesCont	Produces plots for sysVarIn when sysVar is continuous and there are 4 profiles
indivClo	Estimates either an uncoupled or coupled oscillator model for each dyad.
indivCloCompare	Compares model fit for the uncoupled and coupled oscillator for each dyad's state trajectories using an R-square comparison.
indivCloPlots	Produces plots of either an uncoupled or coupled oscillator model-predicted trajectories overlaid on raw data for each dyad.
indivInertCoord	Estimates versions of the inertia-coordination model for each dyad.
indivInertCoordCompare	Compares model fit for the inertia-only, coordination-only and full inertia-coordination model for each dyad's state trajectories using an R-square comparison.
indivInertCoordPlots	Produces plots of the inertia-coordination model-predicted trajectories overlaid on raw data for each dyad.
inertCoordPlotTraj	Plots the bivariate state variables' model-predicted temporal trajectories for each latent profile of inertia-coordination parameters.
inertCoordResids	Produces histograms of the residuals from the inertia-coordination model for each dyad.
inspectProfiles	Provides information to help decide how many profiles to use for subsequent rties analyses.
makeCrossCorr	Calculates cross-correlations for a given variable and returns a dataframe with the largest absolute cross-correlation and its lag added for each dyad (e.g., it returns either the most negative or most positive cross-correlation, whichever is larger in absolute terms).
makeDist	Create a distinguishing variable (called "dist") for non-distinguishable dyads by assigning the partner who is lower on a chosen variable a 0 and the partner who is higher on the variable a 1.
makeFullData	Combines profile membership data from the latent profile analysis with other data for using the profile membership to predict and be predicted by the system variable.
Max_Min_CCF_Signed	A helper function for makeCrossCorr
plotDataByProfile	Plots of de-trended observed variable over time, with dyads separated into groups based on LPA profile membership.
plotRaw	Plots of observed variable over time by dyad.
removeDyads	Remove data for specified dyads from a dataframe
rties_ExampleDataFull	Data for examples in the vignettes.
rties_ExampleDataShort	Data for the function examples.
rties_ExampleData_Demo	Data for demonstrating rties models.
sysVarIn	Provides results for predicting couples' latent profile membership from the system variable.
sysVarInPlots	Produces plots for interpreting the results from sysVarIn.
sysVarInResults	Produces results from sysVarIn.
sysVarOut	Provides results for predicting the system variable from the latent profiles of the dynamic parameters.
sysVarOutPlots	Produces plots for interpreting the results from sysVarIn.
sysVarOutResults	Produces results from sysVarOut.