An Implementation of the Bayesian Markov (Renewal) Mixed Models
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Documentation for package ‘BMRMM’ version 0.0.3
Help Pages
| 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_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_mixture_params | Duration Times Plot: Heat-map of Mixture Gamma Shape & Rate Parameters |
| get_mixture_probs_by_cov | Duration Times Plot: Heat-map of Mixture Probabilities for Different Covariates |
| get_tp_diagnostic_plots | Transition Probabilities: MCMC Diagnostic Plots |
| get_tp_local_test_results | Transition Probabilities: Local Tests for a Specific Covariate |