Bayesian Super Imposition by Translation and Rotation Growth
Curve Analysis
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Documentation for package ‘bsitar’ version 0.4.0
Help Pages
| add_model_criterion | Add fit criteria to the Bayesian SITAR Model |
| add_model_criterion.bgmfit | Add fit criteria to the Bayesian SITAR Model |
| berkeley | Berkeley Child Guidance Study Data |
| berkeley_exdata | Berkeley Child Guidance Study Data for Females |
| berkeley_exfit | Model Fit to the Berkeley Child Guidance Study Data for Females |
| bsitar | Fit Bayesian SITAR Model |
| compare_model | Model comparison with the loo package |
| compare_models | Model comparison with the loo package |
| compare_models.bgmfit | Model comparison with the loo package |
| compare_models.character | Model comparison with the loo package |
| compare_models.default | Model comparison with the loo package |
| compare_models.list | Model comparison with the loo package |
| expose_model_functions | Expose user-defined Stan functions for the Bayesian SITAR model |
| expose_model_functions.bgmfit | Expose user-defined Stan functions for the Bayesian SITAR model |
| fitted_draws | Estimate fitted (Expected) values for the Bayesian SITAR model |
| fitted_draws.bgmfit | Estimate fitted (Expected) values for the Bayesian SITAR model |
| getNsObject | Retrieve Bayesian SITAR model object if it exists |
| get_comparisons | Estimate and compare growth curves for the Bayesian SITAR model |
| get_comparisons.bgmfit | Estimate and compare growth curves for the Bayesian SITAR model |
| get_gp | Estimate and compare growth parameters for the Bayesian SITAR model |
| get_growthparameters | Estimate and compare growth parameters for the Bayesian SITAR model |
| get_growthparameters.bgmfit | Estimate and compare growth parameters for the Bayesian SITAR model |
| get_model_criterion | Return Model-Fit Criteria for a Bayesian SITAR Model |
| get_model_criterion.bgmfit | Return Model-Fit Criteria for a Bayesian SITAR Model |
| get_model_criterion.character | Return Model-Fit Criteria for a Bayesian SITAR Model |
| get_model_criterion.default | Return Model-Fit Criteria for a Bayesian SITAR Model |
| get_model_criterion.list | Return Model-Fit Criteria for a Bayesian SITAR Model |
| get_predictions | Estimate and plot growth curves for the Bayesian SITAR model |
| get_predictions.bgmfit | Estimate and plot growth curves for the Bayesian SITAR model |
| growthparameters | Estimate growth parameters for the Bayesian SITAR model |
| growthparameters.bgmfit | Estimate growth parameters for the Bayesian SITAR model |
| growthparameters_comparison | Estimate and compare growth parameters for the Bayesian SITAR model |
| hypothesis_test | Comprehensive hypothesis testing framework for the Bayesian SITAR model |
| hypothesis_test.bgmfit | Comprehensive hypothesis testing framework for the Bayesian SITAR model |
| is.bgmfit | Checks if object is of class 'bgmfit' |
| loo_validation | Leave-one-out (LOO) cross-validation for the Bayesian SITAR model |
| loo_validation.bgmfit | Leave-one-out (LOO) cross-validation for the Bayesian SITAR model |
| marginal_comparison | Estimate and compare growth curves for the Bayesian SITAR model |
| marginal_comparisons | Estimate and compare growth curves for the Bayesian SITAR model |
| marginal_draws | Estimate and plot growth curves for the Bayesian SITAR model |
| marginal_growthparameters | Estimate and compare growth parameters for the Bayesian SITAR model |
| modelbased_growthparameters | Estimate model-based growth parameters for the Bayesian SITAR model |
| modelbased_growthparameters.bgmfit | Estimate model-based growth parameters for the Bayesian SITAR model |
| optimize_model | Optimize Bayesian SITAR Model |
| optimize_model.bgmfit | Optimize Bayesian SITAR Model |
| plot_caterpillar | Caterpillar plot for bsitar random effects |
| plot_caterpillar.bgmfit | Caterpillar plot for bsitar random effects |
| plot_conditional_effects | Visualize conditional effects for the Bayesian SITAR model |
| plot_conditional_effects.bgmfit | Visualize conditional effects for the Bayesian SITAR model |
| plot_curves | Plot growth curves for the Bayesian SITAR model |
| plot_curves.bgmfit | Plot growth curves for the Bayesian SITAR model |
| plot_diagnostics | Diagnostic plots for Bayesian SITAR models |
| plot_diagnostics.bgmfit | Diagnostic plots for Bayesian SITAR models |
| plot_ppc | Perform posterior predictive checks for the Bayesian SITAR model |
| plot_ppc.bgmfit | Perform posterior predictive checks for the Bayesian SITAR model |
| predict_draws | Estimate predicted values for the Bayesian SITAR model |
| predict_draws.bgmfit | Estimate predicted values for the Bayesian SITAR model |
| prior_conflict | Flag parameters with possible prior-data conflict |
| prior_conflict.bgmfit | Flag parameters with possible prior-data conflict |
| prior_sensitivity | Prior sensitivity analysis workflow for 'bsitar' models |
| prior_sensitivity.bgmfit | Prior sensitivity analysis workflow for 'bsitar' models |
| prior_table | Create a prior summary table for the bsitar model |
| prior_table.bgmfit | Create a prior summary table for the bsitar model |
| update_model | Update the Bayesian SITAR model |
| update_model.bgmfit | Update the Bayesian SITAR model |