Bayesian Spatial Analysis

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Documentation for package ‘geostan’ version 0.4.1

• 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	Extract samples from a fitted model
as.data.frame.geostan_fit	Extract samples from a fitted model
as.matrix.geostan_fit	Extract samples from a fitted model
auto_gaussian	Auto-Gaussian family for CAR models
edges	Edge list
expected_mc	Expected value of the residual Moran coefficient
fitted.geostan_fit	Extract residuals, fitted values, or the spatial trend
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
gr	The Geary Ratio
hs	Prior distributions
lg	Local Geary
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	print or plot a fitted geostan model
posterior_predict	Draw samples from the posterior predictive distribution
predict.geostan_fit	Predict method for 'geostan_fit' models
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
prep_sar_data	Prepare data for a simultaneous autoregressive (SAR) model
print.geostan_fit	print or plot a fitted geostan model
priors	Prior distributions
residuals.geostan_fit	Extract residuals, fitted values, or the spatial trend
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	Extract residuals, fitted values, or the spatial trend
spatial.geostan_fit	Extract residuals, fitted values, or the spatial trend
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
stan_sar	Simultaneous autoregressive (SAR) models
student_t	Prior distributions
uniform	Prior distributions
waic	Widely Applicable Information Criteria (WAIC)