# Bayesian Spatial Analysis

## Documentation for package ‘geostan’ version 0.2.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

geostan-package | The geostan R package.
aple | Spatial autocorrelation estimator
as.array.geostan_fit | geostan_fit methods
as.data.frame.geostan_fit | geostan_fit methods
as.matrix.geostan_fit | geostan_fit methods
auto_gaussian | Auto-Gaussian family for CAR models
edges | Edge list
expected_mc | Expected value of the residual Moran coefficient.
fitted.geostan_fit | geostan_fit methods
gamma | Prior distributions
georgia | Georgia all-cause, sex-specific mortality, ages 55-64, years 2014-2018
geostan | The geostan R package.
get_shp | Download shapefiles
hs | Prior distributions
lisa | Local Moran's I
make_EV | Extract eigenfunctions of a connectivity matrix for spatial filtering
mc | The Moran coefficient
me_diag | Data model diagnostics
moran_plot | Moran plot
normal | Prior distributions
n_eff | Effective sample size
plot.geostan_fit | geostan_fit methods
posterior_predict | Draw samples from the posterior predictive distribution
predict.geostan_fit | geostan_fit methods
prep_car_data | Prepare data for a Stan CAR model
prep_icar_data | Prepare data for ICAR models
prep_me_data | Prepare data for spatial measurement error models
print.geostan_fit | geostan_fit methods
priors | Prior distributions
residuals.geostan_fit | geostan_fit methods
row_standardize | Row-standardize a matrix; safe for zero row-sums.
sentencing | Florida state prison sentencing counts by county, 1905-1910
se_log | Standard error of log(x)
shape2mat | Create spatial and space-time connectivity matrices
sim_sar | Simulate spatially autocorrelated data
spatial | geostan_fit methods
spatial.geostan_fit | geostan_fit methods
sp_diag | Spatial data diagnostics
sp_diag.geostan_fit | Spatial data diagnostics
sp_diag.numeric | Spatial data diagnostics
stan_car | Conditional autoregressive (CAR) models
stan_esf | Spatial filtering
stan_glm | Generalized linear models
stan_icar | Intrinsic autoregressive models
student_t | Prior distributions
uniform | Prior distributions
waic | WAIC