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Introduction24 days ago
Installation | A simulation study | References
Introduction24 days ago
Installation | Example | 1. Working model: Bayesian MoE-Wishart model | 2. Working model: Bayesian Wishart mixture model | 3. Working model: MoE-Wishart model via EM algorithm | 4. Working model: Wishart mixture model via EM algorithm | Reference
EnrichIntersect Tutorial30 days ago
Examples | Plot enrichment map | Plot Sankey diagram for intersecting set through an array | Citation
Penalized Semiparametric Bayesian Cox Models9 months ago
Installation | Examples | Run a Bayesian Lasso Cox with mandatory variables | Plot posterior estimates of regression coefficients | Plot time-dependent Brier scores | Predict survival probabilities and cumulative hazards | References
Bayesian Cox models with graph-structured variable selection priors1 years ago
Installation | Examples | Simulate data | Run a Bayesian Cox model | Plot time-dependent Brier scores | Predict survival probabilities and cumulative hazards | Run a 'Pooled' Bayesian Cox model with graphical learning | Run a Bayesian Cox model with subgroups using fixed graph | Run a Bayesian Cox model with subgroups using graphical learning | References
BayesSUR with random effects2 years ago
Simulate data | Run BayesSUR model with random effects | Referrence
BayesSUR: An R package for high-dimensional multivariate Bayesian variable and covariance selection in linear regression7 years ago
Introduction | Models specification | The R package BayesSUR | Quick start with a simple example | Two extended examples based on real data | Conclusion | The elpd