# NOT RUN {
data("example_eQTL", package = "BayesSUR")
hyperpar <- list( a_w = 2 , b_w = 5 )
set.seed(9173)
fit <- BayesSUR(Y = example_eQTL[["blockList"]][[1]],
X = example_eQTL[["blockList"]][[2]],
data = example_eQTL[["data"]], outFilePath = tempdir(),
nIter = 100, burnin = 50, nChains = 2, gammaPrior = "hotspot",
hyperpar = hyperpar, tmpFolder = "tmp/", output_CPO=TRUE)
## check output
# plot the conditional predictive ordinate (CPO)
CPO <- getEstimator(fit, estimator="CPO")
plot(CPO)
# }
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