Bayesian Power Analysis Using 'brms' and 'INLA'
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘powerbrmsINLA’ version 1.1.1
Help Pages
| .plot_decision_assurance_curve_from_summary | Plot decision/assurance curve across n |
| add_decision_overlay | Add sample-size decision overlay to an assurance contour |
| beta_binom_power | Analytic Assurance for Beta-Binomial Designs |
| beta_weights_on_grid | Beta-Prior Weights Over an Effect Grid |
| brms_inla_power | Core Bayesian Assurance / Power Simulation (Modern, Multi-Effect Ready) |
| brms_inla_power_design | Design-based wrapper for Bayesian power / assurance |
| brms_inla_power_parallel | Parallel wrapper for fixed-design Bayesian power / assurance simulations |
| brms_inla_power_sequential | Sequential Bayesian Assurance Simulation Engine (Modern, Multi-Effect Ready) |
| brms_inla_power_two_stage | Two-Stage Bayesian Assurance Simulation (Multi-Effect, User-Friendly API) |
| decide_sample_size | Decide recommended sample size from power/assurance results |
| hdi_of_icdf | Highest Density Interval from an Inverse CDF |
| min_n_beta_binom | Minimum n for Target Assurance (Beta-Binomial) |
| plot_assurance_with_robustness | Plot Assurance with Robustness Ribbon (Multi-Effect Grid Friendly) |
| plot_bf_assurance_curve | Bayes-factor assurance curve (user-facing wrapper) |
| plot_bf_assurance_curve_smooth | Bayes-factor assurance curve with Wilson CIs (multi-effect grid friendly) |
| plot_bf_expected_evidence | Plot Expected Evidence (mean log10 BF10, Multi-Effect Grid Friendly) |
| plot_bf_heatmap | Plot Bayes Factor Heatmap (mean log10 BF10, Multi-Effect Grid Friendly) |
| plot_decision_assurance_curve | Plot Decision Assurance Curve (Multi-Effect Grid Friendly) |
| plot_decision_threshold_contour | Plot Decision Threshold Contour (Multi-Effect Grid Friendly) |
| plot_interaction_surface | Plot Interaction Assurance Surface/Heatmap/Lines (Multi-Effect Grid Friendly) |
| plot_power_contour | Draw a filled contour plot of assurance for a chosen metric, as a function of two effect grid columns and sample size. |
| plot_power_heatmap | Plot Bayesian Power / Assurance Heatmap (Multi-Effect Grid Friendly) |
| plot_precision_assurance_curve | Plot Precision Assurance Curve (Multi-Effect Grid Friendly) |
| plot_precision_fan_chart | Precision assurance as a function of sample size |