Psychometric and Statistical Analysis Tools
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Documentation for package ‘PsyMetricTools’ version 1.2.2
Help Pages
| admis_simple | Simple Admissibility Check for CFA |
| agrupar_por_factor | Group Items by Factor Loadings |
| boot_cfa | Bootstrap Confirmatory Factor Analysis |
| boot_cfa_density | Density Plot para Bootstrap CFA |
| boot_cfa_plot | Bootstrap CFA Plot |
| boot_cfa_plot_enhanced | Boot CFA Plot Enhanced (panel A enriquecido) |
| boot_cfa_raincloud | Raincloud Plot para Bootstrap CFA |
| boot_cfa_stability | Bootstrap CFA Stability Analysis |
| boot_efa | Bootstrap EFA (Exploratory Factor Analysis) |
| boot_efa_forest_plot | Forest Plot for Bootstrap EFA Results |
| boot_efa_plot | Plot Bootstrap EFA Results |
| calculate_omega_J | Omega Coefficient from a Fitted lavaan Model |
| calculate_per_fit | Calculate Percentage of Fit Indices Meeting Thresholds |
| calculate_per_fit_efa | Calculate Percentage of Bootstrap EFA Models Meeting Fit Thresholds |
| calcula_omega_mcdonald | Calculate McDonald's Omega Coefficient |
| combine_likert_sem | Combine Likert Plot with SEM Path Diagram |
| comparation_metric | Compare Fit Metrics Across Models |
| cor_afe | Extract Factor Correlations from EFA |
| count_excluded_items | Count Excluded Items from Bootstrap Analysis |
| crearSintaxisCFA | Create CFA Syntax from Data Frame |
| crear_modelo_lavaan | Create Lavaan Model Syntax |
| createInitialModel | Create Initial Model Configuration |
| create_groups | Create Item Groups for Factor Analysis |
| easy_invariance | Analisis de Invarianza Factorial Simplificado |
| EFA_modern | Modern Exploratory Factor Analysis |
| EFA_plot | Plot EFA Factor Loadings |
| efa_with_bootstrap | Exploratory Factor Analysis with Bootstrap |
| erp_by_item | Extreme-Response Proportion by Item |
| export_summary_tables | Export Summary Tables to Excel |
| extractAllFitMeasures | Extract All Fit Measures from Bootstrap Results |
| extractAllInterFactors | Extract All Inter-Factor Correlations from Bootstrap Results |
| extractAllResults | Extract All Results from Bootstrap Analysis |
| extracted_items2 | Extract Items by Maximum Loading |
| extract_bondad_boot_AFC | Extract Fit Measures from Bootstrap CFA Results |
| extract_bondad_boot_EFA | Extract Fit Measures from Bootstrap EFA Results |
| extract_ExcludedItems_boot | Extract Excluded Items from Bootstrap Results |
| extract_fit | Extract Fit Indices from Factor Analysis |
| extract_fit_measures | Extract Fit Measures from Lavaan Specifications |
| extract_f_items | Extract Factor Items for Lavaan Syntax |
| extract_ModIndex_AFC | Extract Modification Indices from CFA Results |
| extract_summary_modifications | Summarize Modification Indices Across Replications |
| extraer_metricas | Extract Fit Metrics from Model |
| factors_data_items | Combine Factor Data with Item Information |
| factor_summary | Create Factor Analysis Summary |
| filtrar_aberrantes | Filter Aberrant Response Patterns |
| fit_index_Table | Create Fit Index Table |
| generate_modelos | Generate EFA Models for Multiple Factor Solutions |
| generate_model_lavaan | Generate Lavaan Model with Thresholds |
| generate_summary | Generate Summary Statistics |
| generate_table | Generate Summary Table |
| get_ave_cr | Average Variance Extracted and Composite Reliability |
| interpret_decision_SSV | Interpret Modification Index Decisions |
| invertir_items | Reverse Score Items |
| Matrix_lambda | Create Lambda Matrix for CFA |
| multi_cfa | Run Multiple CFA Models |
| plot_cfa_stability | Plot CFA Stability Results |
| plot_cfa_stability_box | Plot CFA Stability Results (Boxplot) |
| plot_cfa_stability_intervals | Plot CFA Stability with Confidence Intervals |
| plot_cfa_stability_intervals2 | Plot CFA Stability with Grouped Intervals |
| plot_cfa_stability_pointrange | Grafico Pointrange de Estabilidad CFA |
| plot_cfa_stability_ridgeline | Grafico Ridgeline de Estabilidad CFA |
| plot_erp | Plot Extreme-Response Proportion |
| Plot_Likert | Plot Likert Scale Items |
| Plot_Likert2 | Plot Likert Scale Items (Diverging Stacked Bar) |
| plot_mediation_chord | Chord diagram of distal-predictor by mediator associations |
| plot_mediation_donuts | Donut panel of mediation proportions per parallel mediator |
| plot_mediation_forest | Forest plot of direct, indirect, and total effects in a SEM model |
| plot_multi_sem | Plot Multiple SEM Models |
| plot_path_cfa | Path diagram for a CFA model (psychometric convention, ggplot2) |
| plot_path_mediation | Path-mediation diagram for SEM models with multiple distal predictors |
| Preliminar_table | Preliminary Response Frequency Table |
| safe_cfa | Safe CFA Wrapper |
| safe_measures | Safe Fit Measures Extraction |
| save_to_excel_table | Save Tables to Excel File |
| smote_multiclass | SMOTE Oversampling for Multiclass Data |
| specification_models | Fit Multiple Lavaan Model Specifications |
| split_data_stratified_clustered | Split Data with Stratified Clustering |
| split_data_three | Split Data into Three Subsets |
| split_data_two | Split Data into Two Subsets |
| Standardized_solutions | Standardized Factor Solutions for EFA |
| Standardized_solutions_cfa | Standardized Factor Solutions for CFA |
| summarise_column | Summarize Column Statistics |