Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis


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Documentation for package ‘bsitar’ version 0.1.1

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berkeley Berkeley Child Guidance Study Data
berkeley_mdata Berkeley Child Guidance Study Data for males
berkeley_mfit Model fit to the Berkeley data for males
bsitar Fit Bayesian SITAR growth curve model
expose_model_functions Expose user defined Stan function for post-processing
expose_model_functions.bgmfit Expose user defined Stan function for post-processing
fitted_draws Fitted (expected) values from the posterior draws
fitted_draws.bgmfit Fitted (expected) values from the posterior draws
growthparameters Estimate growth parameters from the model fit
growthparameters.bgmfit Estimate growth parameters from the model fit
loo_validation Perform leave-one-out (loo) cross-validation
loo_validation.bgmfit Perform leave-one-out (loo) cross-validation
optimize_model Optimize SITAR model
optimize_model.bgmfit Optimize SITAR model
plot_conditional_effects Visualize conditional effects of predictor
plot_conditional_effects.bgmfit Visualize conditional effects of predictor
plot_curves Plot growth curves
plot_curves.bgmfit Plot growth curves
plot_ppc Perform posterior predictive distribution checks
plot_ppc.bgmfit Perform posterior predictive distribution checks
predict_draws Predicted values from the posterior predictive distribution
predict_draws.bgmfit Predicted values from the posterior predictive distribution
update_model Update model
update_model.bgmfit Update model