Package: tidySEM 0.2.7
tidySEM: Tidy Structural Equation Modeling
A tidy workflow for generating, estimating, reporting, and plotting structural equation models using 'lavaan', 'OpenMx', or 'Mplus'. Throughout this workflow, elements of syntax, results, and graphs are represented as 'tidy' data, making them easy to customize. Includes functionality to estimate latent class analyses.
Authors:
tidySEM_0.2.7.tar.gz
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tidySEM_0.2.7.tgz(r-4.4-any)tidySEM_0.2.7.tgz(r-4.3-any)
tidySEM_0.2.7.tar.gz(r-4.5-noble)tidySEM_0.2.7.tar.gz(r-4.4-noble)
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tidySEM.pdf |tidySEM.html✨
tidySEM/json (API)
| # Install 'tidySEM' in R: |
| install.packages('tidySEM', repos = c('https://cjvanlissa.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cjvanlissa/tidysem/issues
- alkema_microplastics - Ocean Microplastics Data
- curry_mac - Simulated MAC data
- data_mix_ordinal - Simulated data for mixture model with ordinal indicators
- empathy - Simulated empathy data
- maene_identity - National Identity, Discrimination and Depression
- plas_depression - Simulated depression data
- zegwaard_carecompass - Caregiver Compass Data
Last updated 4 months agofrom:5dbef964cf. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 14 2024 |
| R-4.5-win | NOTE | Nov 14 2024 |
| R-4.5-linux | NOTE | Nov 14 2024 |
| R-4.4-win | NOTE | Nov 14 2024 |
| R-4.4-mac | NOTE | Nov 14 2024 |
| R-4.3-win | NOTE | Nov 14 2024 |
| R-4.3-mac | NOTE | Nov 14 2024 |
Exports:add_pathsall_covall_fixedall_fixed_edgesall_fixed_nodesall_latentall_loadall_negall_neg_edgesall_neg_nodesall_nonsigall_nonsig_edgesall_nonsig_nodesall_obsall_posall_pos_edgesall_pos_nodesall_regall_sigall_sig_edgesall_sig_nodesall_varalpha_covalpha_fixedalpha_fixed_edgesalpha_fixed_nodesalpha_latentalpha_loadalpha_negalpha_neg_edgesalpha_neg_nodesalpha_nonsigalpha_nonsig_edgesalpha_nonsig_nodesalpha_obsalpha_posalpha_pos_edgesalpha_pos_nodesalpha_regalpha_sigalpha_sig_edgesalpha_sig_nodesalpha_varappend_class_drawsas_lavaanas_mplusas_ramBCHBLRTchisq_sbclass_probcolor_covcolor_fixedcolor_fixed_edgescolor_fixed_nodescolor_latentcolor_loadcolor_negcolor_neg_edgescolor_neg_nodescolor_nonsigcolor_nonsig_edgescolor_nonsig_nodescolor_obscolor_poscolor_pos_edgescolor_pos_nodescolor_regcolor_sigcolor_sig_edgescolor_sig_nodescolor_varcolour_covcolour_fixedcolour_fixed_edgescolour_fixed_nodescolour_latentcolour_loadcolour_negcolour_neg_edgescolour_neg_nodescolour_nonsigcolour_nonsig_edgescolour_nonsig_nodescolour_obscolour_poscolour_pos_edgescolour_pos_nodescolour_regcolour_sigcolour_sig_edgescolour_sig_nodescolour_varconf_intcorscreate_scalesdescriptivesdictionarydictionary<-edgesedges<-edit_edgesedit_graphedit_nodesest_sigestimate_lavaanestimate_mplusestimate_mxfill_fixedfill_latentfill_negfill_nonsigfill_obsfill_posfill_sigget_dataget_data<-get_edgesget_fitget_layoutget_nodesgraph_semhide_covhide_fixedhide_fixed_edgeshide_fixed_nodeshide_latenthide_loadhide_neghide_neg_edgeshide_neg_nodeshide_nonsighide_nonsig_edgeshide_nonsig_nodeshide_obshide_poshide_pos_edgeshide_pos_nodeshide_reghide_sighide_sig_edgeshide_sig_nodeshide_varic_weightsif_edgesif_editif_nodeslabel_alpha_covlabel_alpha_fixedlabel_alpha_fixed_edgeslabel_alpha_fixed_nodeslabel_alpha_latentlabel_alpha_loadlabel_alpha_neglabel_alpha_neg_edgeslabel_alpha_neg_nodeslabel_alpha_nonsiglabel_alpha_nonsig_edgeslabel_alpha_nonsig_nodeslabel_alpha_obslabel_alpha_poslabel_alpha_pos_edgeslabel_alpha_pos_nodeslabel_alpha_reglabel_alpha_siglabel_alpha_sig_edgeslabel_alpha_sig_nodeslabel_alpha_varlabel_color_covlabel_color_fixedlabel_color_fixed_edgeslabel_color_fixed_nodeslabel_color_latentlabel_color_loadlabel_color_neglabel_color_neg_edgeslabel_color_neg_nodeslabel_color_nonsiglabel_color_nonsig_edgeslabel_color_nonsig_nodeslabel_color_obslabel_color_poslabel_color_pos_edgeslabel_color_pos_nodeslabel_color_reglabel_color_siglabel_color_sig_edgeslabel_color_sig_nodeslabel_color_varlabel_colour_covlabel_colour_fixedlabel_colour_fixed_edgeslabel_colour_fixed_nodeslabel_colour_latentlabel_colour_loadlabel_colour_neglabel_colour_neg_edgeslabel_colour_neg_nodeslabel_colour_nonsiglabel_colour_nonsig_edgeslabel_colour_nonsig_nodeslabel_colour_obslabel_colour_poslabel_colour_pos_edgeslabel_colour_pos_nodeslabel_colour_reglabel_colour_siglabel_colour_sig_edgeslabel_colour_sig_nodeslabel_colour_varlabel_family_covlabel_family_fixedlabel_family_fixed_edgeslabel_family_fixed_nodeslabel_family_latentlabel_family_loadlabel_family_neglabel_family_neg_edgeslabel_family_neg_nodeslabel_family_nonsiglabel_family_nonsig_edgeslabel_family_nonsig_nodeslabel_family_obslabel_family_poslabel_family_pos_edgeslabel_family_pos_nodeslabel_family_reglabel_family_siglabel_family_sig_edgeslabel_family_sig_nodeslabel_family_varlabel_fill_covlabel_fill_fixedlabel_fill_fixed_edgeslabel_fill_fixed_nodeslabel_fill_latentlabel_fill_loadlabel_fill_neglabel_fill_neg_edgeslabel_fill_neg_nodeslabel_fill_nonsiglabel_fill_nonsig_edgeslabel_fill_nonsig_nodeslabel_fill_obslabel_fill_poslabel_fill_pos_edgeslabel_fill_pos_nodeslabel_fill_reglabel_fill_siglabel_fill_sig_edgeslabel_fill_sig_nodeslabel_fill_varlabel_fontface_covlabel_fontface_fixedlabel_fontface_fixed_edgeslabel_fontface_fixed_nodeslabel_fontface_latentlabel_fontface_loadlabel_fontface_neglabel_fontface_neg_edgeslabel_fontface_neg_nodeslabel_fontface_nonsiglabel_fontface_nonsig_edgeslabel_fontface_nonsig_nodeslabel_fontface_obslabel_fontface_poslabel_fontface_pos_edgeslabel_fontface_pos_nodeslabel_fontface_reglabel_fontface_siglabel_fontface_sig_edgeslabel_fontface_sig_nodeslabel_fontface_varlabel_hjust_covlabel_hjust_fixedlabel_hjust_fixed_edgeslabel_hjust_fixed_nodeslabel_hjust_latentlabel_hjust_loadlabel_hjust_neglabel_hjust_neg_edgeslabel_hjust_neg_nodeslabel_hjust_nonsiglabel_hjust_nonsig_edgeslabel_hjust_nonsig_nodeslabel_hjust_obslabel_hjust_poslabel_hjust_pos_edgeslabel_hjust_pos_nodeslabel_hjust_reglabel_hjust_siglabel_hjust_sig_edgeslabel_hjust_sig_nodeslabel_hjust_varlabel_lineheight_covlabel_lineheight_fixedlabel_lineheight_fixed_edgeslabel_lineheight_fixed_nodeslabel_lineheight_latentlabel_lineheight_loadlabel_lineheight_neglabel_lineheight_neg_edgeslabel_lineheight_neg_nodeslabel_lineheight_nonsiglabel_lineheight_nonsig_edgeslabel_lineheight_nonsig_nodeslabel_lineheight_obslabel_lineheight_poslabel_lineheight_pos_edgeslabel_lineheight_pos_nodeslabel_lineheight_reglabel_lineheight_siglabel_lineheight_sig_edgeslabel_lineheight_sig_nodeslabel_lineheight_varlabel_location_covlabel_location_fixedlabel_location_loadlabel_location_neglabel_location_nonsiglabel_location_poslabel_location_reglabel_location_siglabel_size_covlabel_size_fixedlabel_size_fixed_edgeslabel_size_fixed_nodeslabel_size_latentlabel_size_loadlabel_size_neglabel_size_neg_edgeslabel_size_neg_nodeslabel_size_nonsiglabel_size_nonsig_edgeslabel_size_nonsig_nodeslabel_size_obslabel_size_poslabel_size_pos_edgeslabel_size_pos_nodeslabel_size_reglabel_size_siglabel_size_sig_edgeslabel_size_sig_nodeslabel_size_varlabel_vjust_covlabel_vjust_fixedlabel_vjust_fixed_edgeslabel_vjust_fixed_nodeslabel_vjust_latentlabel_vjust_loadlabel_vjust_neglabel_vjust_neg_edgeslabel_vjust_neg_nodeslabel_vjust_nonsiglabel_vjust_nonsig_edgeslabel_vjust_nonsig_nodeslabel_vjust_obslabel_vjust_poslabel_vjust_pos_edgeslabel_vjust_pos_nodeslabel_vjust_reglabel_vjust_siglabel_vjust_sig_edgeslabel_vjust_sig_nodeslabel_vjust_varlinetype_covlinetype_fixedlinetype_fixed_edgeslinetype_fixed_nodeslinetype_latentlinetype_loadlinetype_neglinetype_neg_edgeslinetype_neg_nodeslinetype_nonsiglinetype_nonsig_edgeslinetype_nonsig_nodeslinetype_obslinetype_poslinetype_pos_edgeslinetype_pos_nodeslinetype_reglinetype_siglinetype_sig_edgeslinetype_sig_nodeslinetype_varlr_lmrlr_testlsubmeasurementmixture_startsmplus_expand_namesmx_dummiesmx_growth_mixturemx_lcamx_mixturemx_profilesmx_switch_labelsnodesnodes<-paste2plot_bivariateplot_densityplot_growthplot_probplot_profilespomsprepare_graphpseudo_classreportrun_lavaanrun_mxshow_covshow_fixedshow_fixed_edgesshow_fixed_nodesshow_latentshow_loadshow_negshow_neg_edgesshow_neg_nodesshow_nonsigshow_nonsig_edgesshow_nonsig_nodesshow_obsshow_posshow_pos_edgesshow_pos_nodesshow_regshow_sigshow_sig_edgesshow_sig_nodesshow_varsize_covsize_fixedsize_fixed_edgessize_fixed_nodessize_latentsize_loadsize_negsize_neg_edgessize_neg_nodessize_nonsigsize_nonsig_edgessize_nonsig_nodessize_obssize_possize_pos_edgessize_pos_nodessize_regsize_sigsize_sig_edgessize_sig_nodessize_varskew_kurtosissyntaxsyntax<-table_corstable_fittable_probtable_resultstidy_semwald_test
Dependencies:abindaskpassbackportsbainbayesplotBHblavaanbootbroomcallrcarcarDatacheckmateclicodacodetoolscolorspaceCompQuadFormcowplotcpp11curldata.tabledbscanDerivdescdigestdistributionaldoBydplyrfansifarverfastDummiesFormulafuturefuture.applygenericsggplot2ggridgesglobalsglueGPArotationgridExtragsubfngtablehttrigraphinlineisobandjsonlitelabelinglatticelavaanlifecyclelistenvlme4loomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmicrobenchmarkmimeminqamnormtmodelrMplusAutomationmunsellmvtnormnlmenloptrnnetnonnest2numDerivOpenMxopensslpanderparallellypbivnormpbkrtestpillarpkgbuildpkgconfigplyrposteriorprocessxprogressrprotopspsychpurrrquadprogquantregQuickJSRR6RANNRColorBrewerRcppRcppEigenRcppParallelreshape2rlangrpfrstanrstantoolssandwichscalesSparseMStanHeadersstringistringrsurvivalsystensorAtexregtibbletidyrtidyselecttmvnsimutf8vctrsviridisLitewithrxtablezoo
Confirmatory LPA for the Caregiver Compass
Rendered fromlca_confirmatory.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-10-13
Started: 2023-04-29
Exploratory LPA for Ocean Microplastics
Rendered fromlca_exploratory.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-09-07
Started: 2023-04-29
Generating syntax for structural equation models
Rendered fromGenerating_syntax.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-10-27
Started: 2019-12-26
Latent Class Analysis for Ordinal Indicators
Rendered fromlca_ordinal.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-09-07
Started: 2023-01-05
Latent Class Growth Analysis
Rendered fromlca_lcga.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-09-07
Started: 2023-04-29
Plotting graphs for structural equation models
Rendered fromPlotting_graphs.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2024-05-22
Started: 2019-12-15
SEM graphing conventions
Rendered fromsem_graph.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2021-11-16
Started: 2020-06-01
SMART-LCA Checklist
Rendered fromSMART_LCA_checklist.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-10-13
Started: 2023-09-07
Tabulating results from structural equation models
Rendered fromTabulating_results.Rmdusingknitr::rmarkdownon Nov 14 2024.Last update: 2023-09-07
Started: 2020-01-22
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Add paths to an object of class 'tidy_sem' | add_paths |
| Ocean Microplastics Data | alkema_microplastics |
| Append Pseudo-class Draws | append_class_draws |
| Convert tidy_sem to 'lavaan' syntax | as_lavaan |
| Convert tidy_sem to 'Mplus' syntax | as_mplus |
| Convert lavaan syntax to RAM specification | as_ram |
| Estimate an Auxiliary Model using the BCH Method | BCH |
| Conduct Bootstrapped Likelihood Ratio Test | BLRT |
| Obtain latent class probabilities | class_prob |
| Format confidence intervals | conf_int |
| Generate syntax for correlations | cors |
| Create scale scores from observed variables | create_scales create_scales.tidy_sem |
| Simulated MAC data | curry_mac |
| Simulated data for mixture model with ordinal indicators | data_mix_ordinal |
| Describe a dataset | descriptives |
| Extract dictionary from tidy_sem | dictionary dictionary<- |
| Extract edges from sem_graph | edges edges<- |
| Edit graph elements | edit_edges edit_graph edit_nodes |
| Simulated empathy data | empathy |
| Add significance asterisks to object | est_sig |
| Estimate tidy_sem using 'lavaan' | estimate_lavaan |
| Estimate tidy_sem using 'Mplus' | estimate_mplus |
| Estimate tidy_sem using 'OpenMx' | estimate_mx |
| Extract data from tidy_sem | get_data get_data<- |
| Extract edges from a SEM model object | get_edges |
| Get fit indices from objects | get_fit |
| Generate graph layout | get_layout get_layout.default get_layout.lavaan |
| Extract nodes from a SEM model object | get_nodes |
| Render a graph | graph_sem graph_sem.character graph_sem.dagitty graph_sem.default graph_sem.lavaan graph_sem.mplus.model graph_sem.mplusObject graph_sem.MxModel |
| Compare Information Criteria | ic_weights |
| Conditionally edit a sem_graph object | all_cov all_fixed all_fixed_edges all_fixed_nodes all_latent all_load all_neg all_neg_edges all_neg_nodes all_nonsig all_nonsig_edges all_nonsig_nodes all_obs all_pos all_pos_edges all_pos_nodes all_reg all_sig all_sig_edges all_sig_nodes all_var alpha_cov alpha_fixed alpha_fixed_edges alpha_fixed_nodes alpha_latent alpha_load alpha_neg alpha_neg_edges alpha_neg_nodes alpha_nonsig alpha_nonsig_edges alpha_nonsig_nodes alpha_obs alpha_pos alpha_pos_edges alpha_pos_nodes alpha_reg alpha_sig alpha_sig_edges alpha_sig_nodes alpha_var color_cov color_fixed color_fixed_edges color_fixed_nodes color_latent color_load color_neg color_neg_edges color_neg_nodes color_nonsig color_nonsig_edges color_nonsig_nodes color_obs color_pos color_pos_edges color_pos_nodes color_reg color_sig color_sig_edges color_sig_nodes color_var colour_cov colour_fixed colour_fixed_edges colour_fixed_nodes colour_latent colour_load colour_neg colour_neg_edges colour_neg_nodes colour_nonsig colour_nonsig_edges colour_nonsig_nodes colour_obs colour_pos colour_pos_edges colour_pos_nodes colour_reg colour_sig colour_sig_edges colour_sig_nodes colour_var fill_fixed fill_latent fill_neg fill_nonsig fill_obs fill_pos fill_sig hide_cov hide_fixed hide_fixed_edges hide_fixed_nodes hide_latent hide_load hide_neg hide_neg_edges hide_neg_nodes hide_nonsig hide_nonsig_edges hide_nonsig_nodes hide_obs hide_pos hide_pos_edges hide_pos_nodes hide_reg hide_sig hide_sig_edges hide_sig_nodes hide_var if_edges if_edit if_edit.sem_graph if_nodes label_alpha_cov label_alpha_fixed label_alpha_fixed_edges label_alpha_fixed_nodes label_alpha_latent label_alpha_load label_alpha_neg label_alpha_neg_edges label_alpha_neg_nodes label_alpha_nonsig label_alpha_nonsig_edges label_alpha_nonsig_nodes label_alpha_obs label_alpha_pos label_alpha_pos_edges label_alpha_pos_nodes label_alpha_reg label_alpha_sig label_alpha_sig_edges label_alpha_sig_nodes label_alpha_var label_color_cov label_color_fixed label_color_fixed_edges label_color_fixed_nodes label_color_latent label_color_load label_color_neg label_color_neg_edges label_color_neg_nodes label_color_nonsig label_color_nonsig_edges label_color_nonsig_nodes label_color_obs label_color_pos label_color_pos_edges label_color_pos_nodes label_color_reg label_color_sig label_color_sig_edges label_color_sig_nodes label_color_var label_colour_cov label_colour_fixed label_colour_fixed_edges label_colour_fixed_nodes label_colour_latent label_colour_load label_colour_neg label_colour_neg_edges label_colour_neg_nodes label_colour_nonsig label_colour_nonsig_edges label_colour_nonsig_nodes label_colour_obs label_colour_pos label_colour_pos_edges label_colour_pos_nodes label_colour_reg label_colour_sig label_colour_sig_edges label_colour_sig_nodes label_colour_var label_family_cov label_family_fixed label_family_fixed_edges label_family_fixed_nodes label_family_latent label_family_load label_family_neg label_family_neg_edges label_family_neg_nodes label_family_nonsig label_family_nonsig_edges label_family_nonsig_nodes label_family_obs label_family_pos label_family_pos_edges label_family_pos_nodes label_family_reg label_family_sig label_family_sig_edges label_family_sig_nodes label_family_var label_fill_cov label_fill_fixed label_fill_fixed_edges label_fill_fixed_nodes label_fill_latent label_fill_load label_fill_neg label_fill_neg_edges label_fill_neg_nodes label_fill_nonsig label_fill_nonsig_edges label_fill_nonsig_nodes label_fill_obs label_fill_pos label_fill_pos_edges label_fill_pos_nodes label_fill_reg label_fill_sig label_fill_sig_edges label_fill_sig_nodes label_fill_var label_fontface_cov label_fontface_fixed label_fontface_fixed_edges label_fontface_fixed_nodes label_fontface_latent label_fontface_load label_fontface_neg label_fontface_neg_edges label_fontface_neg_nodes label_fontface_nonsig label_fontface_nonsig_edges label_fontface_nonsig_nodes label_fontface_obs label_fontface_pos label_fontface_pos_edges label_fontface_pos_nodes label_fontface_reg label_fontface_sig label_fontface_sig_edges label_fontface_sig_nodes label_fontface_var label_hjust_cov label_hjust_fixed label_hjust_fixed_edges label_hjust_fixed_nodes label_hjust_latent label_hjust_load label_hjust_neg label_hjust_neg_edges label_hjust_neg_nodes label_hjust_nonsig label_hjust_nonsig_edges label_hjust_nonsig_nodes label_hjust_obs label_hjust_pos label_hjust_pos_edges label_hjust_pos_nodes label_hjust_reg label_hjust_sig label_hjust_sig_edges label_hjust_sig_nodes label_hjust_var label_lineheight_cov label_lineheight_fixed label_lineheight_fixed_edges label_lineheight_fixed_nodes label_lineheight_latent label_lineheight_load label_lineheight_neg label_lineheight_neg_edges label_lineheight_neg_nodes label_lineheight_nonsig label_lineheight_nonsig_edges label_lineheight_nonsig_nodes label_lineheight_obs label_lineheight_pos label_lineheight_pos_edges label_lineheight_pos_nodes label_lineheight_reg label_lineheight_sig label_lineheight_sig_edges label_lineheight_sig_nodes label_lineheight_var label_location_cov label_location_fixed label_location_load label_location_neg label_location_nonsig label_location_pos label_location_reg label_location_sig label_size_cov label_size_fixed label_size_fixed_edges label_size_fixed_nodes label_size_latent label_size_load label_size_neg label_size_neg_edges label_size_neg_nodes label_size_nonsig label_size_nonsig_edges label_size_nonsig_nodes label_size_obs label_size_pos label_size_pos_edges label_size_pos_nodes label_size_reg label_size_sig label_size_sig_edges label_size_sig_nodes label_size_var label_vjust_cov label_vjust_fixed label_vjust_fixed_edges label_vjust_fixed_nodes label_vjust_latent label_vjust_load label_vjust_neg label_vjust_neg_edges label_vjust_neg_nodes label_vjust_nonsig label_vjust_nonsig_edges label_vjust_nonsig_nodes label_vjust_obs label_vjust_pos label_vjust_pos_edges label_vjust_pos_nodes label_vjust_reg label_vjust_sig label_vjust_sig_edges label_vjust_sig_nodes label_vjust_var linetype_cov linetype_fixed linetype_fixed_edges linetype_fixed_nodes linetype_latent linetype_load linetype_neg linetype_neg_edges linetype_neg_nodes linetype_nonsig linetype_nonsig_edges linetype_nonsig_nodes linetype_obs linetype_pos linetype_pos_edges linetype_pos_nodes linetype_reg linetype_sig linetype_sig_edges linetype_sig_nodes linetype_var show_cov show_fixed show_fixed_edges show_fixed_nodes show_latent show_load show_neg show_neg_edges show_neg_nodes show_nonsig show_nonsig_edges show_nonsig_nodes show_obs show_pos show_pos_edges show_pos_nodes show_reg show_sig show_sig_edges show_sig_nodes show_var size_cov size_fixed size_fixed_edges size_fixed_nodes size_latent size_load size_neg size_neg_edges size_neg_nodes size_nonsig size_nonsig_edges size_nonsig_nodes size_obs size_pos size_pos_edges size_pos_nodes size_reg size_sig size_sig_edges size_sig_nodes size_var |
| Lo-Mendell-Rubin Likelihood Ratio Test | lr_lmr |
| Conduct Likelihood Ratio tests | lr_test |
| Apply pattern replacement over a vector | lsub |
| National Identity, Discrimination and Depression | maene_identity |
| Generate syntax for a measurement model | measurement |
| Automatically set starting values for an OpenMx mixture model | mixture_starts |
| Expand abbreviated Mplus variable names | mplus_expand_names |
| Dummy Code Factor Variables | mx_dummies |
| Estimate growth mixture models using OpenMx | mx_growth_mixture |
| Estimate latent class analyses using OpenMx | mx_lca |
| Estimate mixture models using OpenMx | mx_mixture |
| Estimate latent profile analyses using OpenMx | mx_profiles |
| Switch LCA Class Labels | mx_switch_labels |
| Extract nodes from sem_graph | nodes nodes<- |
| Concatenate Strings while omitting NA | paste2 |
| Simulated depression data | plas_depression |
| Create correlation plots for a mixture model | plot_bivariate |
| Create density plots for mixture models | plot_density |
| Plot categorical variable probabilities | plot_prob |
| Create latent profile plots | plot_profiles plot_profiles.default |
| Prepare graph data | prepare_graph prepare_graph.character prepare_graph.dagitty prepare_graph.default prepare_graph.lavaan prepare_graph.mplus.model prepare_graph.mplusObject prepare_graph.MxModel |
| Estimate an Auxiliary Model using the Pseudo-Class Method | pseudo_class pseudo_class.MxModel |
| Run as lavaan model | run_lavaan |
| Run as OpenMx model with sensible defaults | run_mx |
| Calculate skew and kurtosis | skew_kurtosis |
| Extract syntax from tidy_sem | syntax syntax<- |
| Extract correlation tables | table_cors |
| Print model fit table formatted for publication | table_fit |
| Results table in probability scale | table_prob |
| Print results table formatted for publication | table_results |
| Create a tidy_sem object | tidy_sem |
| Wald Test for Linear Hypotheses | wald_test |
| Caregiver Compass Data | zegwaard_carecompass |
