API for mfrmr
Estimation and Diagnostics for Many-Facet Measurement Models

Global functions
.analyze_dif_refit	Source code
.analyze_dif_residual	Source code
.compute_drift	Source code
.dif_report_from_dif	Source code
.dif_report_from_interaction	Source code
.plot_drift_dot	Source code
.plot_drift_heatmap	Source code
.plot_equating_chain	Source code
.summarise_link_support	Source code
`%\|\|%`	Source code Source code
analyze_dff	Man page Source code
analyze_dif	Man page Source code
analyze_facet_equivalence	Man page Source code
analyze_residual_pca	Man page Source code
anchor_to_baseline	Man page Source code
annotate_dff_table	Source code
apa_table	Man page Source code
apa_text_has_fragment	Source code
apply_plot_preset	Source code
as.data.frame.mfrm_fit	Man page Source code
as_mfrm_bundle	Source code
audit_anchor_tables	Source code
audit_compare_mfrm_nesting	Source code
audit_interaction_orientation	Source code
audit_mfrm_anchors	Man page Source code
augment_interrater_with_precision	Source code
barplot_rot45	Source code
bias_count_table	Man page Source code
bias_interaction_report	Man page Source code
bias_iteration_report	Man page Source code
bias_pairwise_report	Man page Source code
build_anchor_issue_counts	Source code
build_anchor_recommendations	Source code
build_apa_caption_map_from_contract	Source code
build_apa_note_map_from_contract	Source code
build_apa_outputs	Man page Source code
build_apa_report_text	Source code
build_apa_report_text_from_contract	Source code
build_apa_reporting_contract	Source code
build_apa_section_entry	Source code
build_apa_section_map_from_contract	Source code
build_apa_table_figure_captions	Source code
build_apa_table_figure_key_order	Source code
build_apa_table_figure_note_map	Source code
build_apa_table_figure_notes	Source code
build_bias_contract_checks	Source code
build_bias_fixed_text	Source code
build_ccc_data	Source code
build_curve_tables	Source code
build_dff_linking_setup	Source code
build_dff_summary	Source code
build_equating_chain	Man page Source code
build_estimation_config	Source code
build_estimation_summary	Source code
build_facet_constraint	Source code
build_facet_signs	Source code
build_fixed_reports	Man page Source code
build_indices	Source code
build_initial_param_vector	Source code
build_linking_guideline_checks	Source code
build_mfrm_bundle_html	Source code
build_mfrm_manifest	Man page Source code
build_mfrm_replay_script	Man page Source code
build_mfrm_sim_spec	Man page Source code
build_other_facet_table	Source code
build_pair_stability_checks	Source code
build_pairwise_fixed_text	Source code
build_param_sizes	Source code
build_parity_metric_audit	Source code
build_pathway_map_data	Source code
build_pca_check_text	Source code
build_pca_reference_text	Source code
build_pca_variance_table	Source code
build_person_table	Source code
build_reference_design_checks	Source code
build_sectioned_fixed_report	Source code
build_step_curve_spec	Source code
build_step_table	Source code
build_truth_recovery_checks	Source code
build_visual_summaries	Man page Source code
build_visual_summary_map	Source code
build_visual_warning_map	Source code
build_wright_map_data	Source code
bundle_component_table	Source code
bundle_first_table	Source code
bundle_known_overview	Source code
bundle_preview_table	Source code
bundle_settings_table	Source code
bundle_summary_labels	Source code
calc_bias_facet	Source code
calc_bias_interactions	Source code
calc_category_stats	Source code
calc_displacement_table	Source code
calc_expected_category_counts	Source code
calc_facet_fit	Source code
calc_facet_se	Source code
calc_facets_report_tbls	Source code
calc_fair_average_bundle	Source code
calc_interrater_agreement	Source code
calc_overall_fit	Source code
calc_ptmea	Source code
calc_subsets	Source code
calc_unexpected_response_table	Source code
category_curves_report	Man page Source code
category_prob_pcm	Source code
category_prob_rsm	Source code
category_structure_report	Man page Source code
center_sum_zero	Source code
classify_equivalence_bf	Source code
closest_theta_for_target	Source code
collapse_apa_paragraph	Source code
collect_anchor_levels	Source code
collect_bias_screening_summary	Source code
collect_bias_tables_for_checklist	Source code
collect_reference_dataset_design	Source code
collect_reference_fit_run	Source code
compare_mfrm	Man page Source code
compute_P_geq	Source code
compute_base_eta	Source code
compute_bias_adjustment_vector	Source code
compute_equating_offset	Source code
compute_eta	Source code
compute_information	Man page Source code
compute_iteration_state	Source code
compute_obs_table	Source code
compute_obs_table_with_bias	Source code
compute_person_eap	Source code
compute_person_posterior_summary	Source code
compute_prob_matrix	Source code
compute_prob_matrix_with_bias	Source code
compute_residual_file	Source code
compute_scorefile	Source code
compute_se_for_plot	Source code
constraint_grad_project	Source code
contract_token_present	Source code
count_facet_params	Source code
dashboard_bias_level_counts	Source code
dashboard_draw_plot	Source code
dashboard_normalize_bias_inputs	Source code
dashboard_round_numeric_df	Source code
dashboard_settings_table	Source code
data_quality_report	Man page Source code
dataframe_to_html_table	Source code
describe_mfrm_data	Man page Source code
describe_series	Source code
design_eval_build_notes	Source code
design_eval_extract_truth	Source code
design_eval_match_metric	Source code
design_eval_recovery_metrics	Source code
design_eval_safe_mean	Source code
design_eval_safe_sd	Source code
design_eval_summarize_results	Source code
detect_anchor_drift	Man page Source code
diagnose_mfrm	Man page Source code
dif_interaction_table	Man page Source code
dif_report	Man page Source code
displacement_table	Man page Source code
draw_category_curves_bundle	Source code
draw_category_structure_bundle	Source code
draw_ccc	Source code
draw_data_quality_bundle	Source code
draw_facet_plot	Source code
draw_facet_statistics_bundle	Source code
draw_iteration_report_bundle	Source code
draw_measurable_bundle	Source code
draw_output_bundle	Source code
draw_parity_bundle	Source code
draw_pathway_map	Source code
draw_person_plot	Source code
draw_rating_scale_bundle	Source code
draw_residual_pca_bundle	Source code
draw_rotated_x_labels	Source code
draw_specifications_bundle	Source code
draw_step_plot	Source code
draw_subset_connectivity_bundle	Source code
draw_unexpected_after_bias_bundle	Source code
draw_wright_map	Source code
ej2021_combined	Man page
ej2021_combined_itercal	Man page
ej2021_data	Man page
ej2021_study1	Man page
ej2021_study1_itercal	Man page
ej2021_study2	Man page
ej2021_study2_itercal	Man page
estimate_all_bias	Man page Source code
estimate_bias	Man page Source code
estimate_eta_from_target	Source code
estimation_iteration_report	Man page Source code
evaluate_mfrm_design	Man page Source code
evaluate_mfrm_signal_detection	Man page Source code
expand_facet	Source code
expand_facet_with_constraints	Source code
expand_params	Source code
expected_score_from_eta	Source code
expected_score_table	Source code
export_available_outputs_table	Source code
export_extract_bias_pairs	Source code
export_flatten_named_values	Source code
export_has_residual_pca	Source code
export_mfrm	Man page Source code
export_mfrm_bundle	Man page Source code
export_normalize_bias_inputs	Source code
export_primary_bias_result	Source code
export_validate_optional_object	Source code
extract_apa_note_body	Source code
extract_bias_facet_spec	Source code
extract_dff_group_estimates	Source code
extract_facet_pca_errors	Source code
extract_facet_pca_first	Source code
extract_loading_table	Source code
extract_mfrm_sim_spec	Man page Source code
extract_overall_pca_error	Source code
extract_overall_pca_first	Source code
extract_overall_pca_second	Source code
extract_pca_eigenvalues	Source code
facet_anchor_status	Source code
facet_quality_dashboard	Man page Source code
facet_report_id	Source code
facet_statistics_report	Man page Source code
facets_chisq_table	Man page Source code
facets_output_file_bundle	Man page Source code
facets_parity_report	Man page Source code
fair_average_table	Man page Source code
fit_mfrm	Man page Source code
fit_reference_benchmark_dataset	Source code
flatten_apa_section_map	Source code
fmt_count	Source code
fmt_num	Source code
fmt_pvalue	Source code
format_anchor_audit_message	Source code
format_facets_report_gt	Source code
format_fixed_width_table	Source code
format_tab_template	Source code
functioning_label_for_facet	Source code
gauss_hermite_normal	Source code
get_weights	Source code
guess_col	Source code
html_escape	Source code
infer_default_rater_facet	Source code
infer_export_residual_pca_mode	Source code
infer_facet_names	Source code
infer_facets_mode_mapping	Source code
interrater_agreement_table	Man page Source code
list_mfrmr_data	Man page Source code
load_mfrmr_data	Man page Source code
loglik_pcm	Source code
loglik_rsm	Source code
logsumexp	Source code
make_anchor_table	Man page Source code
make_metric_row	Source code
make_param_cache	Source code
make_union_find	Source code
measurable_summary_table	Man page Source code
measure_se_table	Source code
mfrmRFacets	Man page Source code
mfrm_estimate	Source code
mfrm_grad_jmle	Source code
mfrm_grad_jmle_cached	Source code
mfrm_grad_jmle_core	Source code
mfrm_grad_mml	Source code
mfrm_grad_mml_cached	Source code
mfrm_grad_mml_core	Source code
mfrm_loglik_jmle	Source code
mfrm_loglik_jmle_cached	Source code
mfrm_loglik_mml	Source code
mfrm_loglik_mml_cached	Source code
mfrm_threshold_profiles	Man page Source code
mfrmr	Man page
mfrmr-package	Man page
mfrmr_compatibility_layer	Man page
mfrmr_example_bias	Man page
mfrmr_example_core	Man page
mfrmr_example_data	Man page
mfrmr_linking_and_dff	Man page
mfrmr_reporting_and_apa	Man page
mfrmr_reports_and_tables	Man page
mfrmr_visual_diagnostics	Man page
mfrmr_workflow_methods	Man page
new_mfrm_plot_data	Source code
new_plot_legend	Source code
new_reference_lines	Source code
normalize_anchor_df	Source code
normalize_apa_component_text	Source code
normalize_bias_plot_input	Source code
normalize_compare_signature	Source code
normalize_facets_mode_data	Source code
normalize_group_anchor_df	Source code
normalize_plot_legend	Source code
normalize_reference_lines	Source code
normalize_spec_input	Source code
numeric_or_na	Source code
plot.apa_table	Man page Source code
plot.mfrm_anchor_audit	Man page Source code
plot.mfrm_bundle	Man page Source code
plot.mfrm_data_description	Man page Source code
plot.mfrm_design_evaluation	Man page Source code
plot.mfrm_facet_dashboard	Source code
plot.mfrm_facet_equivalence	Source code
plot.mfrm_facets_run	Man page Source code
plot.mfrm_fit	Man page Source code
plot.mfrm_signal_detection	Man page Source code
plot_anchor_drift	Man page Source code
plot_bias_count_bundle	Source code
plot_bias_interaction	Man page Source code
plot_bubble	Man page Source code
plot_dif_heatmap	Man page Source code
plot_displacement	Man page Source code
plot_facet_equivalence	Man page Source code
plot_facet_quality_dashboard	Man page Source code
plot_facets_chisq	Man page Source code
plot_fair_average	Man page Source code
plot_fixed_reports_bundle	Source code
plot_information	Man page Source code
plot_interrater_agreement	Man page Source code
plot_qc_dashboard	Man page Source code
plot_qc_pipeline	Man page Source code
plot_residual_pca	Man page Source code
plot_table13_bias	Source code
plot_unexpected	Man page Source code
plot_visual_summaries_bundle	Source code
plot_wright_unified	Man page Source code
posterior_quantile_on_grid	Source code
precision_audit_report	Man page Source code
predict_mfrm_population	Man page Source code
predict_mfrm_units	Man page Source code
prediction_validate_integer	Source code
prepare_constraint_specs	Source code
prepare_mfrm_data	Source code
prepare_mfrm_prediction_data	Source code
print.apa_table	Source code
print.mfrm_anchor_audit	Source code
print.mfrm_anchor_drift	Man page Source code
print.mfrm_anchored_fit	Man page Source code
print.mfrm_apa_text	Man page Source code
print.mfrm_comparison	Source code
print.mfrm_data_description	Source code
print.mfrm_dff	Source code
print.mfrm_dif	Source code
print.mfrm_dif_interaction	Source code
print.mfrm_dif_report	Source code
print.mfrm_equating_chain	Man page Source code
print.mfrm_facets_run	Source code
print.mfrm_fit	Source code
print.mfrm_plot_bundle	Source code
print.mfrm_qc_pipeline	Source code
print.summary.apa_table	Source code
print.summary.mfrm_anchor_audit	Source code
print.summary.mfrm_anchor_drift	Man page Source code
print.summary.mfrm_anchored_fit	Man page Source code
print.summary.mfrm_apa_outputs	Source code
print.summary.mfrm_bias	Source code
print.summary.mfrm_bundle	Source code
print.summary.mfrm_comparison	Source code
print.summary.mfrm_data_description	Source code
print.summary.mfrm_dff	Source code
print.summary.mfrm_diagnostics	Source code
print.summary.mfrm_dif	Source code
print.summary.mfrm_dif_interaction	Source code
print.summary.mfrm_dif_report	Source code
print.summary.mfrm_equating_chain	Man page Source code
print.summary.mfrm_facet_dashboard	Source code
print.summary.mfrm_facets_run	Source code
print.summary.mfrm_fit	Source code
print.summary.mfrm_qc_pipeline	Source code
print.summary.mfrm_threshold_profiles	Source code
print_bundle_section	Source code
py_style_format	Source code
rating_scale_table	Man page Source code
read_facets_contract	Source code
read_flexible_table	Source code
recommend_mfrm_design	Man page Source code
reference_benchmark_case_specs	Source code
reference_benchmark_dataset_specs	Source code
reference_benchmark_source_profile	Source code
reference_case_audit	Man page Source code
reference_case_benchmark	Man page Source code
render_mfrm_manifest_text	Source code
render_named_text_map	Source code
render_r_object_literal	Source code
reporting_checklist	Man page Source code
resolve_apa_output_checks	Source code
resolve_bias_collection_pairs	Source code
resolve_bubble_measures	Source code
resolve_dff_refit_controls	Source code
resolve_dff_subgroup_precision	Source code
resolve_displacement_bundle	Source code
resolve_facets_chisq_bundle	Source code
resolve_facets_contract_path	Source code
resolve_fair_bundle	Source code
resolve_interrater_bundle	Source code
resolve_mfrm_export_context	Source code
resolve_palette	Source code
resolve_pca_input	Source code
resolve_pcm_step_facet	Source code
resolve_plot_preset	Source code
resolve_prediction_facets	Source code
resolve_reference_benchmark_data	Source code
resolve_table2_source_columns	Source code
resolve_unexpected_bundle	Source code
resolve_warning_thresholds	Source code
round_numeric_df	Source code
round_numeric_frame	Source code
row_max_fast	Source code
run_mfrm_facets	Man page Source code
run_mfrm_optimization	Source code
run_qc_pipeline	Man page Source code
safe_cor	Source code
safe_join_key	Source code
safe_num	Source code
safe_residual_pca	Source code
same_signature_component	Source code
sample_mfrm_data	Source code
sample_mfrm_plausible_values	Man page Source code
sanitize_dummy_facets	Source code
sanitize_noncenter_facet	Source code
score_reference_metric	Source code
signal_detection_metric_label	Source code
signal_eval_false_positive_rate	Source code
signal_eval_find_bias_row	Source code
signal_eval_find_dif_row	Source code
signal_eval_get_p	Source code
signal_eval_metric_col	Source code
signal_eval_resolve_level	Source code
signal_eval_summary	Source code
signal_legacy_name_deprecation	Source code
simulate_mfrm_data	Man page Source code
simulation_apply_effects	Source code
simulation_build_ademp	Source code
simulation_build_empirical_support	Source code
simulation_build_threshold_table	Source code
simulation_center_numeric	Source code
simulation_extract_group_map	Source code
simulation_extract_thresholds_from_fit	Source code
simulation_generate_resampled_assignment	Source code
simulation_generate_skeleton_assignment	Source code
simulation_mcse_mean	Source code
simulation_mcse_proportion	Source code
simulation_normalize_assignment_profiles	Source code
simulation_normalize_design_skeleton	Source code
simulation_normalize_effects	Source code
simulation_override_spec_design	Source code
simulation_recovery_contract	Source code
simulation_resolve_assignment	Source code
simulation_resolve_fit_step_facet	Source code
simulation_sample_empirical_support	Source code
simulation_spec_threshold_mode	Source code
simulation_threshold_summary	Source code
simulation_validate_count	Source code
simulation_validate_empirical_vector	Source code
simulation_validate_numeric	Source code
specifications_report	Man page Source code
split_contract_tokens	Source code
split_params	Source code
stack_fair_raw_tables	Source code
standardize_plot_payload	Source code
step_index_from_label	Source code
subset_connectivity_report	Man page Source code
summarize_anchor_constraints	Source code
summarize_bias_count_bundle	Source code
summarize_bias_counts	Source code
summarize_bias_interaction_bundle	Source code
summarize_category_curves_bundle	Source code
summarize_category_structure_bundle	Source code
summarize_convergence_metrics	Source code
summarize_data_quality_bundle	Source code
summarize_dff_group_linkage	Source code
summarize_displacement_bundle	Source code
summarize_displacement_table	Source code
summarize_facet_statistics_bundle	Source code
summarize_facets_chisq_bundle	Source code
summarize_fair_average_bundle	Source code
summarize_fixed_reports_bundle	Source code
summarize_interrater_bundle	Source code
summarize_iteration_report_bundle	Source code
summarize_known_bundle	Source code
summarize_linkage_by_facet	Source code
summarize_measurable_bundle	Source code
summarize_output_bundle	Source code
summarize_parity_bundle	Source code
summarize_precision_audit_bundle	Source code
summarize_rating_scale_bundle	Source code
summarize_reference_benchmark_case	Source code
summarize_residual_pca_bundle	Source code
summarize_specifications_bundle	Source code
summarize_step_estimates	Source code
summarize_subset_connectivity_bundle	Source code
summarize_top_misfit_levels	Source code
summarize_unexpected_after_bias_bundle	Source code
summarize_unexpected_bundle	Source code
summarize_unexpected_response_table	Source code
summarize_visual_summaries_bundle	Source code
summary.apa_table	Man page Source code
summary.mfrm_anchor_audit	Man page Source code
summary.mfrm_anchor_drift	Man page Source code
summary.mfrm_anchored_fit	Man page Source code
summary.mfrm_apa_outputs	Man page Source code
summary.mfrm_bias	Man page Source code
summary.mfrm_bundle	Man page Source code
summary.mfrm_comparison	Source code
summary.mfrm_data_description	Man page Source code
summary.mfrm_design_evaluation	Man page Source code
summary.mfrm_dff	Source code
summary.mfrm_diagnostics	Man page Source code
summary.mfrm_dif	Source code
summary.mfrm_dif_interaction	Source code
summary.mfrm_dif_report	Source code
summary.mfrm_equating_chain	Man page Source code
summary.mfrm_facet_dashboard	Man page Source code
summary.mfrm_facets_run	Man page Source code
summary.mfrm_fit	Man page Source code
summary.mfrm_plausible_values	Man page Source code
summary.mfrm_population_prediction	Man page Source code
summary.mfrm_qc_pipeline	Source code
summary.mfrm_signal_detection	Man page Source code
summary.mfrm_threshold_profiles	Man page Source code
summary.mfrm_unit_prediction	Man page Source code
synthetic_truth_targets	Source code
table13_bias_plot_export	Source code
table1_specifications	Source code
table2_data_summary	Source code
table3_iteration_report	Source code
table6_2_facet_statistics	Source code
table6_subsets_listing	Source code
table8_barchart_export	Source code
table8_curves_export	Source code
to_float	Source code
truncate_axis_label	Source code
truncate_label	Source code
unexpected_after_bias_table	Man page Source code
unexpected_response_table	Man page Source code
warning_threshold_profiles	Source code
weighted_mean	Source code
weighted_mean_safe	Source code
welch_satterthwaite_df	Source code
with_legacy_name_warning_suppressed	Source code
with_preserved_rng_seed	Source code
zstd_from_mnsq	Source code