Bayesian Multilevel Single Case Models using 'Stan'
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Documentation for package ‘bmscstan’ version 1.2.1.0
Help Pages
| BMSC | Fit Bayesian Multilevel Single Case models |
| bmscstan | Bayesian Multilevel Single Case models using 'Stan' |
| BMSC_loo | loo and waic. |
| BMSC_loo_compare | bmscstan wrapper for model comparison. |
| BMSC_mcse_loo | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_pareto_k_ids | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_pareto_k_influence_values | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_pareto_k_table | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_pareto_k_values | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_psis_n_eff_values | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| BMSC_waic | loo and waic. |
| data.ctrl | Data from a control group of 16 participants |
| data.pt | Data from a Single Case with brachial plexious lesion |
| pairwise.BMSC | Pairwise contrasts |
| plot.BMSC | Plot estimates from a 'BMSC' object. |
| plot.loo_BMSC | loo and waic. |
| plot.pairwise.BMSC | Plot estimates from a 'pairwise.BMSC' object. |
| pp_check.BMSC | Posterior predictive check for BMSC objects |
| print.loo_BMSC | loo and waic. |
| print.loo_compare_BMSC | bmscstan wrapper for model comparison. |
| print.mcse_loo_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.pairwise.BMSC | Print summaries of Pairwise Bayesian Multilevel Single Case objects |
| print.pareto_k_ids_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.pareto_k_influence_values_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.pareto_k_table_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.pareto_k_values_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.psis_n_eff_values_BMSC | bmscstan wrapper for diagnostics for Pareto smoothed importance sampling (PSIS) |
| print.summary.BMSC | Print summaries of Bayesian Multilevel Single Case objects |
| print.waic_BMSC | loo and waic. |
| print.waic_compare_BMSC | bmscstan wrapper for model comparison. |
| randomeffect | Random Effects specification on Bayesian Multilevel Single Case models using 'Stan' |
| summary.BMSC | Summarizing Bayesian Multilevel Single Case objects |