Basic GAM/K algorithm: Part 2
initialize a raster map grid of 1000 by 1000
read circle_X, circle_Y, circle_RADIUS
compute “excess” (observed-expected cases)
apply Epanechnikov kernel to create density estimated using circle_RADIUS as bandwidth
surface summed over raster over map grid
repeat for all “significant” circles
apply Cluster detector or eye-ball!