EFAtools
Fast and Flexible Implementations of Exploratory Factor Analysis Tools

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EFAtools: Fast and Flexible Implementations of Exploratory Factor Analysis Tools
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API

API for EFAtools
Fast and Flexible Implementations of Exploratory Factor Analysis Tools

Global functions
.DWLS Source code
.ML Source code
.OMEGA_FLEX Source code
.OMEGA_LAVAAN Source code
.PAF Source code
.ULS Source code
.VARIMAX_SPSS Source code
.abbreviate_loadings_names Source code
.adf_gamma Source code
.align_correlation_axis Source code
.align_loadings_h2 Source code
.align_solution Source code
.apply_missing Source code
.apply_model_error Source code
.apply_scaled_test Source code
.array_reorder Source code
.array_se_ci Source code
.assert_control_choice Source code
.assert_control_flag Source code
.assert_control_number Source code
.assert_cor_input Source code
.assert_estimate_control Source code
.assert_n_gt_vars Source code
.assert_rotation_args Source code
.at_uniqueness_boundary Source code
.average_matrices Source code
.average_values Source code
.bartlett_mult Source code
.boot_fun Source code
.boot_se_ci Source code
.bordered_inverse_block Source code
.build_avg_grid Source code
.bvn_rect_cpp Source code
.calibrate_missing_intercept Source code
.cap_label_list Source code
.change_class Man page
.chi_fit_indices Source code
.ci_band Source code
.communality_se Source code
.compare_diff_lines Source code
.compare_loadings Source code
.compute_caf Source code
.compute_kmo Source code
.compute_se_ci Source code
.compute_vars Man page Source code
.congruence_matrix Source code
.consensus_gauge Source code
.consensus_loss Source code
.consensus_target_procrustes_single Man page Source code
.control_choice_index Source code
.control_knob_line Source code
.cor_note_once Source code
.cormat_shape Source code
.count_distinct_minima Source code
.decimals Source code
.determine_factors Source code
.disambiguate_loadings_names Source code
.drop_unknown_frozen_dots Source code
.dwls_residuals Source code
.efa_alignment_summary Source code
.efa_as_scalar_number Source code
.efa_average_no_solutions Source code
.efa_bootstrap_sample_text Source code
.efa_check_flag Source code
.efa_check_nonneg_int Source code
.efa_check_nonneg_number Source code
.efa_check_opt_pos_int Source code
.efa_check_pos_int Source code
.efa_ci_header_label Source code
.efa_ci_level Source code
.efa_ci_level_text Source code
.efa_ci_source_text Source code
.efa_collect_mi_values Source code
.efa_collect_mi_values_impl Source code
.efa_console_width Source code
.efa_core Source code
.efa_corr_lines Source code
.efa_df Source code
.efa_emit_average_rates Source code
.efa_emit_bullets Source code
.efa_emit_lines Source code
.efa_factor_names Source code
.efa_factors_below_indicator_count Source code
.efa_fit_ci_labels Source code
.efa_fit_scalar Source code
.efa_format_ci_num Source code
.efa_format_fit_value Source code
.efa_format_loading_pairs Source code
.efa_format_matrix Source code
.efa_format_number Source code
.efa_format_plain_number Source code
.efa_get_component_ci Source code
.efa_get_fit_ci Source code
.efa_group_align_consensus Source code
.efa_group_align_reference Source code
.efa_group_boot_congruence Source code
.efa_group_check_items Source code
.efa_group_congruence Source code
.efa_group_delta_str Source code
.efa_group_diffs Source code
.efa_group_invariance Source code
.efa_group_resolve_N Source code
.efa_group_resolve_input Source code
.efa_group_resolve_reference Source code
.efa_group_table Source code
.efa_group_verbatim Source code
.efa_group_verdict_style Source code
.efa_heywood_count Source code
.efa_heywood_value_text Source code
.efa_high_factor_correlation_count Source code
.efa_is_ci_pair Source code
.efa_is_missing_number Source code
.efa_is_top_n Source code
.efa_is_whole_number Source code
.efa_iteration_nonconvergence Source code
.efa_largest_abs_residual Source code
.efa_loading_ci_title Source code
.efa_loading_row_order Source code
.efa_loadings_legend Source code
.efa_main_loadings Source code
.efa_matrix_block Source code
.efa_matrix_block_label Source code
.efa_matrix_blocks Source code
.efa_model_header_chunks Source code
.efa_n_imputations Source code
.efa_nonconvergence_banner Source code
.efa_num Source code
.efa_paste_gof_ci Source code
.efa_phi_ci_title Source code
.efa_pooled_D2 Source code
.efa_pooled_admissibility Source code
.efa_pooled_align_rot_boot Source code
.efa_pooled_align_unrot_boot Source code
.efa_pooled_align_unrotated_list Source code
.efa_pooled_analytic_marginal Source code
.efa_pooled_analytic_pool Source code
.efa_pooled_assemble_family Source code
.efa_pooled_bootstrap_pool Source code
.efa_pooled_canonical_gauge Source code
.efa_pooled_check_fits Source code
.efa_pooled_check_procrustes_args Source code
.efa_pooled_col_means Source code
.efa_pooled_col_vars Source code
.efa_pooled_communalities Source code
.efa_pooled_fit_indices Source code
.efa_pooled_get_Ns Source code
.efa_pooled_has_replicates Source code
.efa_pooled_make_ci Source code
.efa_pooled_medoid_anchor Source code
.efa_pooled_mi2s Source code
.efa_pooled_mi2s_inputs Source code
.efa_pooled_mixed_se_abort Source code
.efa_pooled_model_implied Source code
.efa_pooled_order_fit_indices Source code
.efa_pooled_propagate_procrustes_vcov Source code
.efa_pooled_residual_from_solution Source code
.efa_pooled_rmsea_ci Source code
.efa_pooled_route Source code
.efa_pooled_rubin_core Source code
.efa_pooled_rubin_pool Source code
.efa_pooled_rubin_result Source code
.efa_pooled_se_unavailable Source code
.efa_pooled_setting_chr Source code
.efa_pooled_settings_text Source code
.efa_pooled_vec Source code
.efa_population_fit Source code
.efa_power_analyze_one Source code
.efa_power_rmsea Source code
.efa_power_simulation Source code
.efa_power_solve_N Source code
.efa_print_key_value Source code
.efa_print_limited_bullets Source code
.efa_print_spec Source code
.efa_rmsea_ci_level Source code
.efa_section_rule Source code
.efa_select_loading_cis Source code
.efa_setting_chunks Source code
.efa_setting_text Source code
.efa_should_print_ci Source code
.efa_simple_structure_summary Source code
.efa_small_primary_gap_count Source code
.efa_small_primary_gap_rows Source code
.efa_strip_boot Source code
.efa_style Source code
.efa_style_cell Source code
.efa_styling_visible Source code
.efa_table_width Source code
.efa_target_rotation_component_text Source code
.efa_target_rotation_note Source code
.efa_total_bootstrap_samples Source code
.efa_truncate_names Source code
.efa_usable_replicate_text Source code
.efa_valid_replicate_counts Source code
.efa_valid_target_rotation_count_text Source code
.efa_valid_target_rotation_counts Source code
.efa_valid_target_rotation_summary Source code
.efa_valid_target_rotations Source code
.efa_validate_print_options Source code
.efa_variable_names Source code
.efa_wrap_chunks Source code
.eigen_subtitle Source code
.error_ml Source code
.estimate_model Source code
.extract_data Source code
.extract_list_object Man page Source code
.factor_congruence Source code
.factor_corres Man page Source code
.factor_score_diagnostics Source code
.factor_score_weights Source code
.fast_mcd Source code
.fiml_em_moments Source code
.fiml_loglik Source code
.fiml_patterns Source code
.fiml_saturated_acov Source code
.fiml_saturated_information Source code
.fiml_saturated_score Source code
.fiml_scaled_test Source code
.finalize_fit Source code
.fit_dwls Source code
.fit_dwls_cpp Source code
.fit_ml Source code
.fit_ml_cpp Source code
.fit_uls Source code
.fit_uls_cpp Source code
.fit_unavailable_text Source code
.fleishman_coef Source code
.fleishman_table Source code
.fleishman_transform Source code
.fold_upper Source code
.format_efa_power_simulation Source code
.gauge_grad Source code
.gauge_transversal Source code
.gg_eigen_plot Source code
.gg_group_congruence Source code
.gg_group_differences Source code
.gg_hull_plot Source code
.gof Source code
.gof_fiml_chisq Source code
.gof_lines Source code
.gpa_consensus_target Man page Source code
.gpf_crit Source code
.gpf_native Source code
.grad_dwls Source code
.grad_ml Source code
.grad_uls Source code
.h_index Source code
.has_unit_diag Source code
.hull_calc Source code
.hyperplane_count Source code
.hz Source code
.ig_generator_moments Source code
.incremental_fit Source code
.inv_mat_sqrt Source code
.invariance_band Source code
.is_control_unset Source code
.is_cormat Source code
.is_covmat Source code
.is_listwise_use Source code
.is_poly_cor Source code
.is_psd Source code
.kmo_band Source code
.knob_display_names Source code
.loadings_print_spec Source code
.map_subset_ci Source code
.mardia Source code
.mat_sqrt Source code
.match_arg_ci Source code
.match_control_choice Source code
.mcd_cnp2 Source code
.mcd_consistency Source code
.mcd_cstep Source code
.mcd_hsize Source code
.ml_discrepancy Source code
.model_error_cb Source code
.model_error_tkl Source code
.model_error_wb Source code
.moment_vec Source code
.n_factors_ctl Source code
.new_efa_group Source code
.new_efa_retention Source code
.new_efa_simulated Source code
.nonconvergence_cause Source code
.normal_theory_gamma Source code
.null_chisq Source code
.oblique_procrustes Man page Source code
.oblique_procrustes_batch Man page Source code
.oblq_grid Source code
.offdiag_sandwich_pieces Source code
.ordinal_thresholds Source code
.ordinalize Source code
.orth_grid Source code
.orthogonal_procrustes Man page Source code
.paf_iter Man page Source code
.pair_labels Source code
.parallel_EFA_sim Source code
.parallel_chunks Source code
.parallel_sim Man page Source code
.parallel_sim_chunks Source code
.parallel_sim_eig Source code
.parallel_sim_eig_try Source code
.parallel_summarise Source code
.paste_gof_ci Source code
.pinv Source code
.poly_weight_matrix Source code
.polychoric Source code
.polychoric_cpp Source code
.prepare_cor_input Source code
.print_average Source code
.print_bartlett_no_result Source code
.print_efa_bootstrap_note Source code
.print_efa_ci_table Source code
.print_efa_diagnostics_section Source code
.print_efa_header Source code
.print_efa_heywood_warning Source code
.print_efa_identification_warning Source code
.print_efa_loading_block Source code
.print_efa_loading_ci_section Source code
.print_efa_loadings_section Source code
.print_efa_mi_diagnostics_section Source code
.print_efa_model_fit_section Source code
.print_efa_phi_ci_section Source code
.print_efa_pooled_header Source code
.print_efa_residuals_section Source code
.print_efa_rule Source code
.print_efa_simple_structure_section Source code
.print_efa_structure_section Source code
.print_efa_variances_section Source code
.procrustes_apply_dimnames Source code
.procrustes_as_matrix Source code
.procrustes_check_flag Source code
.procrustes_check_integer_scalar Source code
.procrustes_check_numeric_scalar Source code
.procrustes_default_names Source code
.procrustes_is_scalar Source code
.procrustes_names Source code
.procrustes_orthogonal_T Source code
.procrustes_validate_crossprod Source code
.procrustes_validate_matrix_list Source code
.procrustes_validate_matrix_pair Source code
.procrustes_validate_oblique_controls Source code
.procrustes_validate_start_index Source code
.procrustes_validate_starts Source code
.procrustes_validate_t_init Source code
.project_cor_pd Source code
.puc Source code
.range_max Source code
.range_min Source code
.reflect_and_order Source code
.reflect_signs Source code
.reject_estimator_dot Source code
.reject_flat_knobs Source code
.reject_inference_dots Source code
.reject_poly_reference Source code
.reject_renamed_method Source code
.reject_rotation_dots Source code
.reject_unknown_fit_dots Source code
.rel_adapt_SL Source code
.rel_adapt_bifactor Source code
.rel_adapt_efa Source code
.rel_adapt_lavaan Source code
.rel_adapt_manual Source code
.rel_adapt_schmid Source code
.rel_assert_map_dim Source code
.rel_check_cormat Source code
.rel_check_keying Source code
.rel_check_map Source code
.rel_check_phi Source code
.rel_check_u2 Source code
.rel_dispatch_spec Source code
.rel_drop_general Source code
.rel_drop_single_factor Source code
.rel_inform_single_factor Source code
.rel_map Source code
.rel_read_pattern Source code
.rel_single_factor_label Source code
.rel_single_factor_spec Source code
.reliability_core Source code
.reliability_registry Source code
.reliability_result Source code
.reliability_select Source code
.render_efa Source code
.render_efa_scores Source code
.repack_flat_dots Source code
.resolve_column_spec Source code
.resolve_missing_predictor Source code
.resolve_missing_vars Source code
.resolve_settings Source code
.retention_bullets Source code
.retention_count Source code
.retention_key Source code
.retention_summary Source code
.riwish Source code
.rmsea_ci_contains Source code
.rmsea_lambda Source code
.rmsea_point Source code
.rmsr Source code
.rotate_bentler_oblq Man page Source code
.rotate_bentler_orth Man page Source code
.rotate_bifactor_oblq Man page Source code
.rotate_bifactor_orth Man page Source code
.rotate_cf_orth Man page Source code
.rotate_geomin_oblq Man page Source code
.rotate_geomin_orth Man page Source code
.rotate_model Source code
.rotate_oblimin Man page Source code
.rotate_promax Source code
.rotate_simplimax_oblq Man page Source code
.rotate_single_factor Source code
.rotation_diagnostics Source code
.rotation_dot_extras Source code
.rotation_family Source code
.rotation_se_jacobian Man page Source code
.rotation_se_method Source code
.scaled_chisq Source code
.scaled_variants Source code
.screen_and_list Source code
.screen_case_base Source code
.screen_incomplete Source code
.screen_is_sig Source code
.screen_levels Source code
.screen_mvn_line Source code
.screen_normality Source code
.screen_outliers Source code
.screen_p_str Source code
.screen_per_item_display Source code
.screen_plural Source code
.screen_raw_diagnostics Source code
.screen_recommendations Source code
.screen_singular_abort Source code
.se_boundary_hint_applies Source code
.se_fiml Source code
.se_fiml_core Source code
.se_information Source code
.se_information_rotated Source code
.se_sandwich_constraint Source code
.se_sandwich_core Source code
.se_sandwich_dispatch Source code
.se_sandwich_unrotated Source code
.set_local_seed Source code
.shorten_loadings_factor_names Source code
.shorten_loadings_names Source code
.simulate_cfm_eigen Man page Source code
.simulate_cfm_empirical Source code
.simulate_cfm_mvn Man page Source code
.sl_factor_order Source code
.smc_start Source code
.smt_sequential_stop Source code
.srmr Source code
.tucker_congruence Man page Source code
.type_grid Source code
.uls_residuals Source code
.validate_loadings_print_args Source code
.varimax_svd Source code
.vec_loading_labels Source code
.vm_achieved_cor Source code
.vm_cubic_coefs Source code
.vm_cut_mass Source code
.vm_intermediate_cor Source code
.vm_thresholds Source code
.wald_ci Source code
.warn_acov_degenerate Source code
.warn_bartlett_n_too_small Source code
.warn_bifactor_trivial Source code
.warn_extreme_phi Source code
.warn_rotation_no_convergence Source code
.withhold_at_boundary Source code
BARTLETT Man page Source code
CD Man page Source code
COMPARE Man page Source code
DOSPERT Man page
DOSPERT_raw Man page
EFA Man page Source code
EFA_AVERAGE Man page Source code
EFA_POOLED Man page Source code
EFAtools Man page
EFAtools-package Man page
EKC Man page Source code
FACTOR_SCORES Man page Source code
GRiPS_raw Man page
HULL Man page Source code
IDS2_R Man page
KGC Man page Source code
KMO Man page Source code
MAP Man page Source code
NEST Man page Source code
N_FACTORS Man page Source code
OMEGA Man page Source code
PARALLEL Man page Source code
PROCRUSTES Man page Source code
RiskDimensions Man page
SCREE Man page Source code
SL Man page Source code
SMT Man page Source code
SPSS_23 Man page
SPSS_27 Man page
UPPS_raw Man page
WJIV_ages_14_19 Man page
WJIV_ages_20_39 Man page
WJIV_ages_3_5 Man page
WJIV_ages_40_90 Man page
WJIV_ages_6_8 Man page
WJIV_ages_9_13 Man page
efa_average Man page Source code
efa_bartlett Man page Source code
efa_cd Man page Source code
efa_compare Man page Source code
efa_ekc Man page Source code
efa_fit Man page Source code
efa_group Man page Source code
efa_hull Man page Source code
efa_kgc Man page Source code
efa_kmo Man page Source code
efa_map Man page Source code
efa_mi Man page Source code
efa_nest Man page Source code
efa_parallel Man page Source code
efa_power Man page Source code
efa_procrustes Man page Source code
efa_reliability Man page Source code
efa_retain Man page Source code
efa_schmid_leiman Man page Source code
efa_scores Man page Source code
efa_scree Man page Source code
efa_screen Man page Source code
efa_simulate Man page Source code
efa_smt Man page Source code
estimate_control Man page Source code
format.OMEGA Man page Source code
format.efa Man page Source code
format.efa_average Man page Source code
format.efa_bartlett Man page Source code
format.efa_compare Man page Source code
format.efa_estimate_control Man page Source code
format.efa_group Man page Source code
format.efa_kmo Man page Source code
format.efa_loadings Man page Source code
format.efa_mi Man page Source code
format.efa_power Man page Source code
format.efa_reliability Man page Source code
format.efa_retain Man page Source code
format.efa_retention Man page Source code
format.efa_rotate_control Man page Source code
format.efa_schmid_leiman Man page Source code
format.efa_scores Man page Source code
format.efa_screen Man page Source code
format.efa_simulated Man page Source code
format.efa_sl_loadings Man page Source code
format.summary.efa Man page Source code
format.summary.efa_scores Man page Source code
plot.efa_average Man page Source code
plot.efa_compare Man page Source code
plot.efa_group Man page Source code
plot.efa_power Man page Source code
plot.efa_retain Man page Source code
plot.efa_retention Man page Source code
population_models Man page
print.OMEGA Man page Source code
print.efa Man page Source code
print.efa_average Man page Source code
print.efa_bartlett Man page Source code
print.efa_compare Man page Source code
print.efa_control Man page
print.efa_estimate_control Man page Source code
print.efa_group Man page Source code
print.efa_kmo Man page Source code
print.efa_loadings Man page Source code
print.efa_mi Man page Source code
print.efa_power Man page Source code
print.efa_reliability Man page Source code
print.efa_retain Man page Source code
print.efa_retention Man page Source code
print.efa_rotate_control Man page Source code
print.efa_schmid_leiman Man page Source code
print.efa_scores Man page Source code
print.efa_screen Man page Source code
print.efa_simulated Man page Source code
print.efa_sl_loadings Man page Source code
print.summary.efa Man page Source code
print.summary.efa_scores Man page Source code
residuals.efa Man page Source code
rotate_control Man page Source code
summary.efa Man page Source code
summary.efa_mi Man page Source code
summary.efa_scores Man page Source code
test_models Man page
EFAtools documentation built on Aug. 21, 2026, 5:16 p.m.

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