Statistical simulators5
Explicit-parameter datasets with known effect sizes for parameter-recovery testing.
Open category →Latent-variable models5
Latent profiles/classes, regression, factor analysis, and sequence clusters.
Open category →Longitudinal & multilevel3
VAR(1) panel/ESM data, students-in-classes nesting, latent growth curves.
Open category →Item Response Theory1
1PL / 2PL / 3PL / GRM item responses with known item and ability parameters.
Open category →Survival & hidden Markov2
Time-to-event data with censoring, and hidden-Markov sequences with true latent paths.
Open category →Missing-data mechanisms1
First-class MCAR / MAR / MNAR injection with calibrated rates and metadata.
Open category →Random-parameter generation1
Seed-driven datasets (15 types) with complexity injection and batch generation.
Open category →TNA simulation16
Transition networks, group/hierarchical/multitype TNA, matrices and probabilities.
simulate_tna_networksimulate_tna_networkssimulate_tna_matrixsimulate_tna_datasetssimulate_group_tna_networkssimulate_htnasimulate_mlnasimulate_mtnasimulate_matrixgenerate_tna_matrixgenerate_tna_networksgenerate_tna_datasetsgenerate_group_tna_networksgenerate_probabilitiesgenerate_sequence_datasample_tnaNetworks & graphs5
igraph / statnet graphs, edge lists, one-hot encodings, hierarchical long data.
Open category →Reference data & utilities10
Learning-state vocabularies, global names, selection helpers, parameter validation.
LEARNING_STATESGLOBAL_NAMESGROUP_REGULATION_ACTIONSget_learning_statesget_global_nameslist_learning_categorieslist_name_regionsselect_statessmart_select_statesvalidate_sim_paramsComparison & model fitting10
Fit TNA models and compare networks, centralities, edge recovery, reliability.
fit_network_modelcompare_networkscompare_centralitiescompare_edge_recoverycalculate_edge_recoverycompare_network_estimationcompare_estimationcompare_reliabilitycompare_tna_modelscross_validate_tnaVisualization3
Plot estimation comparisons, sampling distributions, and TNA comparisons.
Open category →Batch, grid & sampling14
Parameter grids, batch fitting, bootstrap/grid/network simulation, result summaries.
generate_param_gridcreate_param_gridbatch_applybatch_fit_modelsrun_grid_simulationrun_bootstrap_simulationrun_bootstrap_iterationrun_network_simulationrun_sampling_analysissummarize_grid_resultsanalyze_grid_resultsevaluate_bootstrapsummarize_networkssummarize_simulationLaboratory infrastructure9
Unified dispatcher, parameter-recovery scoring, scenario presets, tidy/export.
simulatelist_simulatorsvalidate_recoverylist_scenariosget_scenariorun_scenariotidy_simulation_resultsexport_simulationsaqr_sim