Person-Specific (Idiographic) and Heterogeneous Complex Networks

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Documentation for package ‘idiographic’ version 0.3.2

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A C E F G I L M N P R S V

idiographic-package idiographic: Idiographic Network Estimation from Intensive Longitudinal Data

-- A --

argument_coverage Argument-by-argument validation coverage
as_netobject Coerce to a netobject
as_netobject.gvar_result Coerce a gvar_result to plottable netobjects
as_netobject.net_gimme Plottable netobject(s) from a GIMME fit
as_netobject.net_mlvar Plottable netobjects from an mlVAR fit
as_netobject.var_bayes_result Coerce a var_bayes_result to plottable netobjects

-- C --

coefs Tidy coefficients from a fitted mlvar model
coefs.default Tidy coefficients from a fitted mlvar model
coefs.gvar_list Tidy coefficients from a fitted mlvar model
coefs.gvar_result Tidy coefficients from a fitted mlvar model
coefs.idioml_result Tidy coefficients from a fitted mlvar model
coefs.net_gimme Tidy coefficients from a fitted mlvar model
coefs.net_mlvar Tidy coefficients from a fitted mlvar model
coefs.net_mlvar_bayes Tidy coefficients from a fitted mlvar model
coefs.net_usem Tidy coefficients from a fitted mlvar model
coefs.var_bayes_result Tidy coefficients from a fitted mlvar model
coefs.var_list Tidy coefficients from a fitted mlvar model
coefs.var_result Tidy coefficients from a fitted mlvar model
compare_idiographic Compare idiographic estimators on one dataset

-- E --

edges Tidy edge table for any idiographic result
edges.gvar_list Tidy edge table for any idiographic result
edges.gvar_result Tidy edge table for any idiographic result
edges.netobject Tidy edge table for any idiographic result
edges.netobject_group Tidy edge table for any idiographic result
edges.net_gimme Tidy edge table for any idiographic result
edges.net_mlvar Tidy edge table for any idiographic result
edges.net_usem Tidy edge table for any idiographic result
edges.var_list Tidy edge table for any idiographic result
edges.var_result Tidy edge table for any idiographic result
equivalence Report method-equivalence evidence
equivalence_table Package-wide equivalence and validation ledger
esm_srl Momentary self-regulated-learning experience-sampling data
estimate_stability Estimate edge stability by block resampling (experimental)
estimator_info Inspect a registered estimator
extract_edges Tidy edge table from a network object

-- F --

fit_gimme GIMME: Group Iterative Multiple Model Estimation
fit_graphical_var Graphical VAR Estimation
fit_graphical_var_each Fit a graphical VAR for every subject
fit_idiographic Fit an idiographic model through the unified interface
fit_idiographic_ml Fit idiographic supervised machine-learning models
fit_individualized_ml Fit idiographic supervised machine-learning models
fit_ml Fit idiographic supervised machine-learning models
fit_mlvar Build a Multilevel Vector Autoregression (mlVAR) network
fit_mlvar_bayes Build a Bayesian multilevel VAR network (Mplus DSEM-targeted)
fit_mlvar_mplus Build an Mplus-backed multilevel VAR network
fit_rolling_graphical_var Estimate rolling-window graphical VAR networks
fit_rolling_var Estimate rolling-window ordinary VAR networks
fit_usem Build a user-specified unified SEM network
fit_var Build an ordinary least-squares VAR network
fit_var_bayes Build a Bayesian VAR(1) network (unregularized, Mplus-targeted)
fit_var_each Fit an ordinary least-squares VAR for every subject

-- G --

get_estimator Get a registered estimator function

-- I --

idiographic idiographic: Idiographic Network Estimation from Intensive Longitudinal Data

-- L --

list_estimators Registered idiographic estimators

-- M --

matrices Print model matrices for idiographic results
matrices.cograph_network Print model matrices for idiographic results
matrices.default Print model matrices for idiographic results
matrices.gvar_list Print model matrices for idiographic results
matrices.gvar_result Print model matrices for idiographic results
matrices.model_comparison Print model matrices for idiographic results
matrices.netobject Print model matrices for idiographic results
matrices.netobject_group Print model matrices for idiographic results
matrices.net_gimme Print model matrices for idiographic results
matrices.net_mlvar Print model matrices for idiographic results
matrices.net_usem Print model matrices for idiographic results
matrices.preprocess_result Print model matrices for idiographic results
matrices.rolling_gvar_result Print model matrices for idiographic results
matrices.rolling_var_result Print model matrices for idiographic results
matrices.stability_result Print model matrices for idiographic results
matrices.var_list Print model matrices for idiographic results
matrices.var_result Print model matrices for idiographic results

-- N --

nodes Tidy per-node strength table for any idiographic result
nodes.gvar_list Tidy per-node strength table for any idiographic result
nodes.gvar_result Tidy per-node strength table for any idiographic result
nodes.netobject Tidy per-node strength table for any idiographic result
nodes.netobject_group Tidy per-node strength table for any idiographic result
nodes.net_gimme Tidy per-node strength table for any idiographic result
nodes.net_mlvar Tidy per-node strength table for any idiographic result
nodes.net_usem Tidy per-node strength table for any idiographic result
nodes.var_list Tidy per-node strength table for any idiographic result
nodes.var_result Tidy per-node strength table for any idiographic result

-- P --

plot.gvar_list Plot an idiographic network result
plot.gvar_result Plot an idiographic network result
plot.net_gimme Plot an idiographic network result
plot.net_mlvar Plot an idiographic network result
plot.net_usem Plot an idiographic network result
plot.rolling_gvar_result Plot an idiographic network result
plot.rolling_var_result Plot an idiographic network result
plot.stability_result Plot an idiographic network result
plot.var_bayes_result Plot an idiographic network result
plot.var_list Plot an idiographic network result
plot.var_result Plot an idiographic network result
plot_gimme Faithful GIMME network plot (the 'gimme'-package convention, via cograph)
plot_idiographic Plot an idiographic network result
predict.idioml_result Predict from an idiographic ML result
preprocess Preprocess and audit idiographic time-series data
print.forecast_result Print method for forecast validation results
print.gvar_list Print a list of per-subject graphical VARs
print.gvar_result Print Method for gvar_result
print.idioml_result Print method for idiographic ML fits
print.model_comparison Print method for model comparisons
print.net_gimme Print Method for net_gimme
print.net_mlvar Print method for net_mlvar
print.net_mlvar_bayes Print method for net_mlvar_bayes
print.net_usem Print method for uSEM fits
print.preprocess_result Print method for preprocessing results
print.rolling_gvar_result Print method for rolling graphical VAR results
print.rolling_var_result Print method for rolling VAR results
print.stability_result Print method for stability results
print.var_bayes_result Print method for var_bayes_result
print.var_list Print a list of per-subject ordinary VARs
print.var_result Print method for ordinary VAR fits

-- R --

register_estimator Register an idiographic estimator or workflow
remove_estimator Remove a registered estimator

-- S --

srl Self-regulated learning intensive longitudinal data (Chapter 20)
summary.gvar_result Summary Method for gvar_result
summary.idioml_result Summary method for idiographic ML fits
summary.net_gimme Summary Method for net_gimme
summary.net_mlvar Summary method for net_mlvar
summary.net_usem Summary method for uSEM fits
summary.preprocess_result Summary method for preprocessing results
summary.var_bayes_result Summary method for var_bayes_result
summary.var_result Summary method for ordinary VAR fits

-- V --

validate_forecast Validate one-step forecasts from idiographic VAR models (experimental)