This data represnts truth with regards to occupancy in the simulated study
area. The probability of occupancy was simulated as
+ K alpha, 1, lower=FALSE), where
alpha were constructed
from a reduced rank is an ICAR process with precision
tau) = 0.3 and
gamma = c(-1, 0, 0, 1)
A data frame with 1600 observations on the following 5 variables.
True probability of occupancy
The fixed effects portion of the occupancy process map
True realized occupancy
1 2 3 4 5 6 7 8
data(occupancyData) ## ## Blue points represent realized occupancy. ## image(x=seq(0.5,39.5,1), y=seq(0.5,39.5,1), z=t(matrix(occupancyData$psi,40)), xlab="x", ylab="y", main="Occupancy process with realized occupancy") points(occupancyData$x[occupancyData$occ==1], occupancyData$y[occupancyData$occ==1], pch=20, cex=0.25, col="blue")
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