Bayesian MMRMs using 'brms'


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Documentation for package ‘brms.mmrm’ version 0.1.0

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brms.mmrm-package brms.mmrm: Bayesian MMRMs using 'brms'
brm_data Create and preprocess an MMRM dataset.
brm_data_change Convert to change from baseline.
brm_formula Model formula
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_probabilities Marginal probabilities on the treatment effect for an MMRM.
brm_marginal_summaries Summary statistics of the marginal posterior of an MMRM.
brm_model Basic MMRM
brm_plot_compare Visually compare the marginals of multiple models and/or datasets.
brm_plot_draws Visualize posterior draws of marginals.
brm_prior_simple Simple prior for a 'brms' MMRM
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.