Package index • RSTr

Modeling

initialize_model(): Initialize CAR model

run_sampler(): Run Gibbs sampler

get_medians(): Calculate Medians

get_relative_precision(): Calculate Relative Precisions

Aggregation

age_standardize(): Age-standardize samples

aggregate_group(): Aggregate samples

aggregate_pop(): Aggregate population arrays

bind_samples(): Bind and name standardized/aggregated samples

Loading data

load_samples(): Load MCMC samples

load_pop(): Load population array

Transformations

logit(): Logit transformation

expit(): Expit transformation

Example data

miheart: Michigan Heart Attack Mortality Data

mishp: Michigan Shapefile

miadj: Michigan Adjacency Data

maexample: Massachusetts Heart Attack Mortality Data

mamap: Massachusetts Shapefile

Package details

RSTr-package RSTr: Rate Stabilizing Tool: Gibbs Samplers for Bayesian Spatiotemporal CAR Models