Bayesian Estimation of Spatial Autoregressive Models with Flexible Error Distributions

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Documentation for package ‘SARAR’ version 0.1.0

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as.mcmc.spreg Convert Spatial Regression Draws to MCMC Objects
boston Boston Census Tracts
DIC Deviance Information Criterion
DIC.spreg Deviance Information Criterion for Spatial Regression Models
effectiveSize_SPREG Effective Sample Sizes for Spatial Regression MCMC Draws
geweke_diagSPREG Geweke Convergence Diagnostics for Spatial Regression MCMC Draws
plot.spregmcmc Plot MCMC Chains for a Spatial Regression Model
print.summary_spreg Print a Spatial Regression Model Summary
priors Set and Validate Prior Hyperparameters
residuals.spreg Quantile-Type Residuals for a Spatial Regression Model
spatialReg Bayesian Spatial Regression with Flexible Error Distributions
summary.spreg Summarize a Fitted Spatial Regression Model
W1 Boston Contiguity Spatial Weight Matrix
W2 Boston Four-Nearest-Neighbor Spatial Weight Matrix
WAIC Watanabe-Akaike Information Criterion
WAIC.spreg Watanabe-Akaike Information Criterion for Spatial Regression Models