Estimation and Diagnostics for Many-Facet Measurement Models
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Documentation for package ‘mfrmr’ version 0.2.0
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A B C D E F G I L M N P Q R S U V W
| mfrmr-package | mfrmr: Many-Facet Ordered-Response Modeling in R |
-- A --
| analyze_dff | Differential facet functioning analysis |
| analyze_dif | Differential facet functioning analysis |
| analyze_facet_equivalence | Analyze practical equivalence within a facet |
| analyze_hierarchical_structure | Analyze the hierarchical structure of a rating design |
| analyze_residual_pca | Run exploratory residual PCA summaries |
| anchor_review | Extract canonical review components |
| anchor_to_baseline | Fit new data anchored to a baseline calibration |
| apa_table | Build APA-style table output using base R structures |
| apply_empirical_bayes_shrinkage | Apply empirical-Bayes shrinkage to fitted non-person facet estimates |
| as.data.frame.mfrm_fit | Convert mfrm_fit to a tidy data.frame |
| assess_mfrm_recovery | Assess whether recovery-simulation results are ready to use |
| as_flextable | Generic for converting objects to a 'flextable' |
| as_flextable.apa_table | Convert an 'apa_table' to a 'flextable' |
| as_kable | Generic for converting objects to a 'knitr::kable' |
| as_kable.apa_table | Convert an 'apa_table' to a 'knitr::kable()' object |
-- B --
| bias_count_table | Build a bias-cell count report |
| bias_interaction_report | Build a bias-interaction plot-data bundle (FACETS Table 13: ranked bias list) |
| bias_iteration_report | Build a bias-iteration report (FACETS Table 9: iteration / convergence trace) |
| bias_pairwise_report | Build a bias pairwise-contrast report (FACETS Table 14: pairwise contrasts) |
| build_apa_outputs | Build APA text outputs from model results |
| build_conquest_overlap_bundle | Build a scoped ConQuest-overlap bundle |
| build_equating_chain | Build a screened linking chain across ordered calibrations |
| build_fixed_reports | Build legacy-compatible fixed-width text reports |
| build_linking_review | Build a linking-review synthesis object |
| build_mfrm_manifest | Build a reproducibility manifest for an MFRM analysis |
| build_mfrm_replay_script | Build a package-native replay script for an MFRM analysis |
| build_mfrm_sim_spec | Build an explicit simulation specification for MFRM design studies |
| build_misfit_casebook | Build a case-level misfit review bundle |
| build_model_choice_review | Build a model-choice review across RSM, PCM, and bounded GPCM fits |
| build_summary_table_bundle | Build a manuscript-oriented table bundle from 'summary()' outputs |
| build_visual_summaries | Build warning and narrative summaries for visual outputs |
| build_weighting_review | Build a weighting-policy review between Rasch-family and bounded GPCM fits |
-- C --
| category_curves_report | Build a category curve export bundle (preferred alias) |
| category_structure_report | Build a category structure report (preferred alias) |
| compare_mfrm | Compare two or more fitted MFRM models |
| compatibility_alias_table | List retained compatibility aliases and preferred names |
| compute_facet_design_effect | Compute Kish design effects for each facet |
| compute_facet_icc | Compute intra-class correlations for each facet |
| compute_information | Compute design-weighted precision curves for ordered many-facet fits |
| compute_person_fit_indices | Person fit indices: lz and Snijders-corrected lz* |
-- D --
| data_quality_report | Build a data quality summary report (preferred alias) |
| describe_mfrm_data | Summarize MFRM input data (TAM-style descriptive snapshot) |
| detect_anchor_drift | Detect anchor drift across multiple calibrations |
| detect_facet_nesting | Detect nesting structure between facets |
| diagnose_mfrm | Compute diagnostics for an 'mfrm_fit' object |
| dif_interaction_table | Compute interaction table between a facet and a grouping variable |
| dif_report | Generate a differential-functioning interpretation report |
| displacement_table | Compute displacement diagnostics for facet levels |
-- E --
| ej2021_combined | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_combined_itercal | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_data | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_study1 | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_study1_itercal | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_study2 | Simulated MFRM datasets based on Eckes and Jin (2021) |
| ej2021_study2_itercal | Simulated MFRM datasets based on Eckes and Jin (2021) |
| estimate_all_bias | Estimate bias across multiple facet pairs |
| estimate_bias | Estimate bias and interaction screening terms |
| estimation_iteration_report | Build an estimation-iteration report (preferred alias) |
| evaluate_mfrm_design | Evaluate MFRM design conditions by repeated simulation |
| evaluate_mfrm_diagnostic_screening | Evaluate legacy and strict marginal diagnostic screening under controlled misfit scenarios |
| evaluate_mfrm_recovery | Evaluate parameter recovery by repeated simulation and refitting |
| evaluate_mfrm_signal_detection | Evaluate DIF power and bias-screening behavior under known simulated signals |
| export_mfrm | Export MFRM results to CSV files |
| export_mfrm_bundle | Export an analysis bundle for sharing or archiving |
| export_summary_appendix | Export manuscript appendix tables from validated summary surfaces |
| extract_mfrm_sim_spec | Derive a simulation specification from a fitted MFRM object |
-- F --
| facets_chisq_table | Build facet variability diagnostics with fixed/random reference tests |
| facets_feature_coverage | FACETS Feature Coverage Matrix |
| facets_fit_df_guide | Guide FACETS-style fit df and ZSTD standardization |
| facets_fit_review | Review fit standardization against FACETS-style ZSTD conventions |
| facets_output_contract_review | Build a FACETS output-contract review |
| facets_output_file_bundle | Build a legacy-compatible output-file bundle (GRAPH= / SCORE=) |
| facets_positioning_guide | FACETS Positioning Guide |
| facet_quality_dashboard | Facet-quality dashboard for facet-level screening |
| facet_small_sample_review | Review per-facet-level sample adequacy |
| facet_statistics_report | Build a facet statistics report (preferred alias) |
| fair_average_table | Build an adjusted-score reference table bundle |
| fit_measures_table | Build a FACETS-style fit-measures review table |
| fit_mfrm | Fit many-facet ordered-response models with a flexible number of facets |
-- G --
| gpcm_capability_matrix | Bounded GPCM Support Matrix |
-- I --
| import_erm_fit | Import an 'eRm' fit to an mfrmr-compatible bundle |
| import_facets_fit_table | Read a FACETS fit table for fit review |
| import_mirt_fit | Import an 'mirt' fit to an mfrmr-compatible bundle |
| import_tam_fit | Import a 'TAM' fit to an mfrmr-compatible bundle |
| interaction_effect_table | Extract model-estimated facet interaction effects |
| interrater_agreement_table | Build an inter-rater agreement report |
-- L --
| list_mfrmr_data | List packaged simulation datasets |
| load_mfrmr_data | Load a packaged simulation dataset |
-- M --
| make_anchor_table | Build an anchor table from fitted estimates |
| measurable_summary_table | Build a measurable-data summary |
| mfrmr | mfrmr: Many-Facet Ordered-Response Modeling in R |
| mfrmRFacets | Run a legacy-compatible estimation workflow wrapper |
| mfrmr_compatibility_layer | mfrmr Compatibility Layer Map |
| mfrmr_example_bias | Purpose-built example datasets for package help pages |
| mfrmr_example_core | Purpose-built example datasets for package help pages |
| mfrmr_example_data | Purpose-built example datasets for package help pages |
| mfrmr_linking_and_dff | mfrmr Linking and DFF Guide |
| mfrmr_output_guide | Choose an mfrmr output helper by user goal |
| mfrmr_reporting_and_apa | mfrmr Reporting and APA Guide |
| mfrmr_reports_and_tables | mfrmr Reports and Tables Map |
| mfrmr_visual_diagnostics | mfrmr Visual Diagnostics Map |
| mfrmr_workflow_methods | mfrmr Workflow and Method Map |
| mfrm_d_study | Project G-theory coefficients under alternative D-study designs |
| mfrm_generalizability | Generalizability-theory variance decomposition for an MFRM design |
| mfrm_misfit_thresholds | MnSq misfit threshold pair used across mfrmr screening helpers |
| mfrm_network_analysis | Analyze the MFRM design network |
| mfrm_threshold_profiles | List literature-based warning threshold profiles |
-- N --
| normalize_conquest_overlap_files | Normalize extracted ConQuest overlap files to the 'mfrmr' review contract |
| normalize_conquest_overlap_tables | Normalize extracted ConQuest overlap tables to the 'mfrmr' review contract |
-- P --
| plot.apa_table | Plot an APA/FACETS table object using base R |
| plot.mfrm_anchor_review | Plot an anchor-review object |
| plot.mfrm_bundle | Plot report/table bundles with base R defaults |
| plot.mfrm_data_description | Plot a data-description object |
| plot.mfrm_design_evaluation | Plot a design-simulation study |
| plot.mfrm_equating_chain | Build a screened linking chain across ordered calibrations |
| plot.mfrm_facets_run | Plot outputs from a legacy-compatible workflow run |
| plot.mfrm_facet_nesting | Plot the pairwise nesting index matrix |
| plot.mfrm_facet_sample_review | Plot a facet sample-size review |
| plot.mfrm_fit | Plot fitted MFRM results with base R |
| plot.mfrm_future_branch_active_branch | Plot a future arbitrary-facet planning active branch |
| plot.mfrm_recovery_assessment | Assess whether recovery-simulation results are ready to use |
| plot.mfrm_recovery_simulation | Plot parameter-recovery simulation results |
| plot.mfrm_signal_detection | Plot DIF/bias screening simulation results |
| plot.mfrm_summary_table_bundle | Plot a summary-table bundle for manuscript QC |
| plot_anchor_drift | Plot anchor drift or a screened linking chain |
| plot_apa_figure_one | Manuscript-ready four-panel composite (Wright + severity + threshold + summary) |
| plot_bias_interaction | Plot bias interaction diagnostics (preferred alias) |
| plot_bubble | Bubble chart of measure estimates and fit statistics |
| plot_data | Extract reusable data from an mfrmr plot object |
| plot_data_components | List reusable components in mfrmr plot data |
| plot_dif_heatmap | Plot a differential-functioning heatmap |
| plot_dif_summary | Summary plot of differential functioning effect sizes |
| plot_displacement | Plot displacement diagnostics using base R |
| plot_facets_chisq | Plot facet variability diagnostics using base R |
| plot_facet_equivalence | Plot facet-equivalence results |
| plot_facet_quality_dashboard | Plot a facet-quality dashboard |
| plot_fair_average | Plot fair-average diagnostics using base R |
| plot_guttman_scalogram | Guttman-style scalogram of person x item observed responses |
| plot_information | Plot design-weighted precision curves |
| plot_interrater_agreement | Plot inter-rater agreement diagnostics using base R |
| plot_local_dependence_heatmap | Pairwise standardized-residual heatmap for local-dependence review |
| plot_marginal_fit | Plot strict marginal-fit follow-up cells using base R |
| plot_marginal_pairwise | Plot strict pairwise local-dependence follow-up using base R |
| plot_person_fit | Plot per-person fit |
| plot_qc_dashboard | Plot a base-R QC dashboard |
| plot_qc_pipeline | Plot QC pipeline results |
| plot_rater_agreement_heatmap | Pairwise rater-agreement heatmap |
| plot_rater_severity_profile | Plot per-rater severity ranking with confidence interval whiskers |
| plot_rater_trajectory | Rater-severity trajectory across an ordered wave / occasion variable |
| plot_reliability_snapshot | Facet reliability and separation snapshot bar plot |
| plot_residual_matrix | Person x facet-level standardized-residual matrix |
| plot_residual_pca | Visualize residual PCA results |
| plot_residual_qq | Normal quantile-quantile plot of person standardized residuals |
| plot_shrinkage_funnel | Empirical-Bayes shrinkage funnel / caterpillar |
| plot_threshold_ladder | Plot RSM/PCM threshold ladders with disorder highlighting |
| plot_unexpected | Plot unexpected responses using base R |
| plot_wright_unified | Plot a unified Wright map with all facets on a shared logit scale |
| precision_review | Extract canonical review components |
| precision_review_report | Build a precision review report |
| predict_mfrm_population | Forecast population-level MFRM operating characteristics for one future design |
| predict_mfrm_units | Score future or partially observed units under the fitted scoring basis |
| print.mfrm_anchored_fit | Fit new data anchored to a baseline calibration |
| print.mfrm_anchor_drift | Detect anchor drift across multiple calibrations |
| print.mfrm_apa_text | Print APA narrative text with preserved line breaks |
| print.mfrm_equating_chain | Build a screened linking chain across ordered calibrations |
| print.summary.mfrm_anchored_fit | Fit new data anchored to a baseline calibration |
| print.summary.mfrm_anchor_drift | Detect anchor drift across multiple calibrations |
| print.summary.mfrm_equating_chain | Build a screened linking chain across ordered calibrations |
-- Q --
| q3_statistic | Yen-style Q3 local-dependence statistic between facet levels |
-- R --
| rater_halo_network_analysis | Analyze rater-by-criterion halo-effect networks |
| rater_network_analysis | Analyze rater agreement, disagreement, and severity-direction networks |
| rating_scale_table | Build a rating-scale diagnostics report |
| read_facets_fit_table | Read a FACETS fit table for fit review |
| recode_missing_codes | Recode common missing-value sentinels to 'NA' |
| recommend_mfrm_design | Recommend a design condition from simulation results |
| reference_case_benchmark | Benchmark packaged reference cases |
| reference_case_review | Build a package-native reference review for report completeness |
| reporting_checklist | Build an auto-filled MFRM reporting checklist |
| review_accessors | Extract canonical review components |
| review_conquest_overlap | Review an exact-overlap ConQuest comparison against an 'mfrmr' overlap bundle |
| review_mfrm_anchors | Review and normalize anchor/group-anchor tables |
| run_mfrm_facets | Run a legacy-compatible estimation workflow wrapper |
| run_qc_pipeline | Run automated quality control pipeline |
-- S --
| sample_mfrm_plausible_values | Sample approximate plausible values under fitted posterior scoring |
| shrinkage_report | Extract the shrinkage report from a fitted mfrm_fit |
| simulate_mfrm_data | Simulate long-format ordered many-facet data for design studies |
| specifications_report | Build a specification summary report (preferred alias) |
| subset_connectivity_report | Build a subset connectivity report (preferred alias) |
| summary.apa_table | Summarize an APA/FACETS table object |
| summary.mfrm_anchored_fit | Fit new data anchored to a baseline calibration |
| summary.mfrm_anchor_drift | Detect anchor drift across multiple calibrations |
| summary.mfrm_anchor_review | Summarize an anchor-review object |
| summary.mfrm_apa_outputs | Summarize APA report-output bundles |
| summary.mfrm_bias | Summarize an 'mfrm_bias' object in a user-friendly format |
| summary.mfrm_bundle | Summarize report/table bundles in a user-friendly format |
| summary.mfrm_data_description | Summarize a data-description object |
| summary.mfrm_design_evaluation | Summarize a design-simulation study |
| summary.mfrm_diagnostics | Summarize an 'mfrm_diagnostics' object in a user-friendly format |
| summary.mfrm_equating_chain | Build a screened linking chain across ordered calibrations |
| summary.mfrm_facets_run | Summarize a legacy-compatible workflow run |
| summary.mfrm_facet_dashboard | Summarize a facet-quality dashboard |
| summary.mfrm_fit | Summarize an 'mfrm_fit' object in a user-friendly format |
| summary.mfrm_future_branch_active_branch | Summarize a future arbitrary-facet planning active branch |
| summary.mfrm_linking_review | Summarize a linking-review object |
| summary.mfrm_misfit_casebook | Summarize a misfit-casebook object |
| summary.mfrm_model_choice_review | Summarize a model-choice review |
| summary.mfrm_person_fit_indices | Summarize person-fit indices |
| summary.mfrm_plausible_values | Summarize approximate plausible values from posterior scoring |
| summary.mfrm_population_prediction | Summarize a population-level design forecast |
| summary.mfrm_reporting_checklist | Summarize a reporting-checklist bundle for manuscript work |
| summary.mfrm_signal_detection | Summarize a DIF/bias screening simulation |
| summary.mfrm_summary_table_bundle | Summarize a summary-table bundle for manuscript QC |
| summary.mfrm_threshold_profiles | Summarize threshold-profile presets for visual warning logic |
| summary.mfrm_unit_prediction | Summarize posterior unit scoring output |
| summary.mfrm_weighting_review | Summarize a weighting-review object |
-- U --
| unexpected_after_bias_table | Build an unexpected-after-adjustment screening report |
| unexpected_response_table | Build an unexpected-response screening report |
-- V --
| visual_reporting_template | Figure-reporting template for visual diagnostics |
-- W --
| write_mfrm_residual_file | Write a standalone residual file |
| write_mfrm_subset_file | Write standalone subset-connectivity files |