Simulate zero-inflated -distributed data according to the supplied parameters and calculate the value of the expectation-based Poisson scan statistic.
simulate_zip_scanstatistic(table, zones, ...)
A data.table
with columns location, duration, p,
mu
. The column mu
contains the Poisson expected values, the column
p
contains the excess zero probabilities.
A set
of zones, each zone itself being a set
containing locations. Locations should be encoded as integers.
Arguments passed to zip_calculations
.
A scalar; the expectation-based ZIP-EM scan statistic for the simulated data.