An Implementation of the Bayesian Markov (Renewal) Mixed Models


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Documentation for package ‘BMRMM’ version 0.0.1

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BMRMM Bayesian Markov Renewal Mixed Models (BMRMMs)
foxp2 Simulated FoxP2 Data Set.
foxp2_sm Shortened Simulated FoxP2 Data Set.
get_duration_diagnostic_plots Duration Times Plots: MCMC Diagnostic Plots
get_estimated_post_mean_and_sd Transition Probabilities: Posterior Mean and Standard Deviation
get_global_test_results Global Test Results for Transition Probabilities and Duration Times
get_heatmap_by_cov Duration Times Plot: Heat-map of Mixture Probabilities for Different Covariates
get_heatmap_mix_param Duration Times Plot: Heat-map of Mixture Gamma Shape & Rate Parameters
get_histogram_by_component Duration Times Plots: Histogram of duration times by Component
get_histogram_with_post_mean Duration Times Plots: Histogram of duration times with Estimated Posterior Mean
get_lpml_waic_scores Duration Times Result: Model Selection Scores for the Number of Components
get_tp_diagnostic_plots Transition Probabilities: MCMC Diagnostic Plots
get_tp_local_test_results Transition Probabilities: Local Tests for a Specific Covariate