rsfm_mcmc: Restricted Spatial Frailty Model in BUGS

In DouglasMesquita/RASCO: An R Package to Alleviate Spatial Confounding

Restricted Spatial Frailty Model in BUGS

Description

Fit a Restricted Spatial Frailty model using BUGS

Usage

rsfm_mcmc(model, data, inits, parameters, covariates, area,
                 proj = "none", fast = TRUE, nsamp = 1000, burnin = 5000, lag = 10, ...)

Arguments

model	character with the model in text format.
data	a data frame or list containing the variables in the model.
inits	initial values for the chain.
parameters	vector of parameters names to restore.
covariates	vector of covariates names.
area	areal variable name in data.
proj	"none" or "rhz".
fast	set TRUE, to use the reduction operator.
nsamp	number of samples. Default = 1000.
burnin	burn-in size.
lag	lag parameter.
...	other parameters used in ?R2OpenBUGS::bugs

Value

$unrestricted	A list containing $sample: a sample of size nsamp for all parameters in the model $summary_fixed: summary measures for the coefficients $summary_hyperpar: summary measures for hyperparameters $summary_random: summary measures for random quantities
$restricted	A list containing $sample: a sample of size nsamp for all parameters in the model $summary_fixed: summary measures for the coefficients $summary_hyperpar: summary measures for hyperparameters $summary_random: summary measures for random quantities
$out	BUGS output
$time	time elapsed for fitting the model

DouglasMesquita/RASCO documentation built on Nov. 16, 2022, 9:42 p.m.