add_model_criterion |
Add model fit criteria to model |
add_model_criterion.bgmfit |
Add model fit criteria to 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 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 |
getNsObject |
Check and get namespace object if exists |
growthparameters |
Estimate growth parameters from the model fit |
growthparameters.bgmfit |
Estimate growth parameters from the model fit |
growthparameters_comparison |
Compare growth parameters |
growthparameters_comparison.bgmfit |
Compare growth parameters |
loo_validation |
Perform leave-one-out (loo) cross-validation |
loo_validation.bgmfit |
Perform leave-one-out (loo) cross-validation |
marginal_comparison |
Compare growth curves |
marginal_comparison.bgmfit |
Compare growth curves |
marginal_draws |
Fitted (expected) values from the posterior draws |
marginal_draws.bgmfit |
Fitted (expected) values from the posterior draws |
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 |