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plot variance components from a GLMM fit in JAGS
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plot.vc <- | |
function (model, comps, ylabs) { | |
vc <- matrix(F, ncol=5, nrow=length(comps)) | |
row.names(vc) <- comps | |
for (i in comps) { | |
vc[i, ] <- quantile( | |
eval(parse(text=sprintf('model$BUGSoutput$sims.list$%s', i))), | |
prob = c(0.025, 0.1587, .5, 0.8413, 0.975)) | |
} | |
plot.new() | |
plot.window(xlim=c(0, max(vc) * 1.1), ylim=c(0, length(comps))) | |
abline(v=0, col='grey75') | |
segments(vc[, 1], seq_len(length(comps)) - .5, vc[, 5], lwd=2) | |
segments(vc[, 2], seq_len(length(comps)) - .5, vc[, 4], lwd=4) | |
points(vc[,3], 1:length(comps) - .5, pch=21, cex=1.2, bg='black') | |
axis(side=1) | |
mtext(side=1, text='Standard deviation', line=2.5, cex=.8) | |
axis(side=2, at=seq_len(length(comps)) - .5, labels=ylabs, las=1, cex.axis=.8) | |
box() | |
} |
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