Package: bonsaiforest2 0.1.0

Handling Exposure in Count Outcomes with Offsets | Example 1: Count outcome with offset | Customizing Prior Distributions | Model Preparation | Example 2: Using priors directly supported by brms | Example 3: Using the R2-D2 shrinkage prior | Example 4: Custom hierarchical prior (advanced) | Example 5: Coefficient-specific priors | Example 6: Hierarchical priors with shared variance (stanvars) | Stratification for nuisance parameters | Example 7: Fully stratified continuous one-way shrinkage model | Example 8: Stratified one-way survival model | Summary

Introduction | Model Specification and Fitting Step | Notation | Statistical model | Parameter grouping | Priors distributions for shrunken predictive terms | Normal priors for one-way shrinkage models | Regularized horseshoe priors for global shrinkage models | Model fitting | Standardization Step (G-Computation) | Comparison of One-way vs Global Shrinkage Models | References

Introduction | The Data | Choice of hyperprior parameters | One-way shrinkage models | One-way model for x1 | One-way model for x2 | One-way model for x3 | Forest plot of results from all one-way models | Global shrinkage model | Model fitting | Summary of subgroup effects | Global Model: Visualization | Comparing Multiple Models in One Plot | References