brms.mmrm-package |
brms.mmrm: Bayesian MMRMs using 'brms' |
brm_archetype_average_cells |
Cell-means-like time-averaged archetype |
brm_archetype_average_effects |
Treatment effect time-averaged archetype |
brm_archetype_cells |
Cell means archetype |
brm_archetype_effects |
Treatment effect archetype |
brm_archetype_successive_cells |
Cell-means-like successive differences archetype |
brm_archetype_successive_effects |
Treatment-effect-like successive differences archetype |
brm_data |
Create and preprocess an MMRM dataset. |
brm_data_change |
Convert to change from baseline. |
brm_data_chronologize |
Chronologize a dataset |
brm_formula |
Model formula |
brm_formula.brms_mmrm_archetype |
Model formula |
brm_formula.default |
Model formula |
brm_formula_sigma |
Formula for standard deviation parameters |
brm_marginal_data |
Marginal summaries of the data. |
brm_marginal_draws |
MCMC draws from the marginal posterior of an MMRM |
brm_marginal_draws_average |
Average marginal MCMC draws across time points. |
brm_marginal_grid |
Marginal names grid. |
brm_marginal_probabilities |
Marginal probabilities on the treatment effect for an MMRM. |
brm_marginal_summaries |
Summary statistics of the marginal posterior of an MMRM. |
brm_model |
Fit an MMRM. |
brm_plot_compare |
Visually compare the marginals of multiple models and/or datasets. |
brm_plot_draws |
Visualize posterior draws of marginals. |
brm_prior_archetype |
Informative priors for fixed effects in archetypes |
brm_prior_label |
Label a prior with levels in the data. |
brm_prior_simple |
Simple prior for a 'brms' MMRM |
brm_prior_template |
Label template for informative prior archetypes |
brm_recenter_nuisance |
Recenter nuisance variables |
brm_simulate_categorical |
Append simulated categorical covariates |
brm_simulate_continuous |
Append simulated continuous covariates |
brm_simulate_outline |
Start a simulated dataset |
brm_simulate_prior |
Prior predictive draws. |
brm_simulate_simple |
Simple MMRM simulation. |
brm_transform_marginal |
Marginal mean transformation |