Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis

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Documentation for package ‘bsitar’ version 0.3.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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
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_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 argument is a 'bgmfit' object
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_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_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
update_model	Update the Bayesian SITAR model
update_model.bgmfit	Update the Bayesian SITAR model