Unified Model Graphs for Statistical Models in Psychology


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Documentation for package ‘umg’ version 0.6.1

Help Pages

as.data.frame.umg Coerce a UMG to a data frame
autoplot.umg Render a UMG with ggplot2
plot.umg Plot a UMG with grid graphics
print.summary.umg Summarise a UMG
print.umg Print a Unified Model Graph
print.umg_identification Print a UMG identification summary
summary.umg Summarise a UMG
umg_bifactor Bifactor measurement motif
umg_caterpillar Caterpillar (shrinkage) plot of cluster-level estimates
umg_check_scaling Check latent-variable scaling marks
umg_count_parameters Graphical parameter count (t-rule)
umg_dcm Diagnostic classification model (DCM) motif
umg_dsep Test d-separation in a UMG
umg_eda_scaffold Generate exploratory display scaffolds from a UMG
umg_edge Create a UMG edge
umg_esem Exploratory structural equation model motif
umg_factor Reflective factor (measurement) motif
umg_formative Formative (composite) measurement motif
umg_from_blavaan Build a UMG from a blavaan model
umg_from_brms Build a UMG from a brms model
umg_from_lavaan Build a UMG from a lavaan model
umg_from_lmer Build a UMG from an lme4 formula
umg_from_mirt Build a UMG from a fitted mirt model
umg_from_OpenMx Build a UMG from an OpenMx RAM model
umg_from_qgraph Build a UMG from a qgraph object or weighted adjacency matrix
umg_ggplot Render a UMG with ggplot2
umg_growth Latent growth-curve motif
umg_identify Identification summary for a UMG
umg_implied_ci Enumerate basis-set implied conditional independencies
umg_irt Item response theory motif (crossed persons x items)
umg_labelswitching Flag label-switching symmetry in mixtures
umg_layout Compute a layered layout for a UMG
umg_lca Latent class motif
umg_mediation Mediation motif
umg_mimic MIMIC (multiple-indicator multiple-cause) motif
umg_mixture Add a finite-mixture wrapper to an existing UMG
umg_model Assemble and validate a Unified Model Graph
umg_network Undirected network (Gaussian graphical model) motif
umg_node Create a UMG vertex
umg_plate Create a UMG plate
umg_render_dot Render a UMG through DiagrammeR (Graphviz)
umg_riclpm Random-intercept cross-lagged panel model (RI-CLPM) motif
umg_save Save a UMG diagram to a file
umg_secondorder Second-order factor motif
umg_sem General structural equation model builder
umg_theme Construct a UMG rendering theme
umg_to_dot Export a UMG as Graphviz DOT code
umg_to_lavaan Generate lavaan model syntax from a UMG
umg_to_tikz Export a UMG as TikZ code
umg_validate Validate well-formedness of a UMG