Change point implementation on spatial Poisson processes : Application to induced seismicity in Oklahoma
The model is described in an in-review paper - Gupta and Baker, Estimating Spatially Varying Event Rates with a Change Point using Bayesian Statistics: Application to Induced Seismicity.
changePointPredictionOklahoma.m - main file that runs change point analysis in Oklahoma
complete.csv - Earthquake catalog obtained from Oklahoma Geological Survey
CatalogFunctions - files to read and process earthquake catalog
ChangePoint - files to calculate Bayes Factor, and posterior distributions of time of change, and event rates
Declustering - files to implement Reasenberg declustering.
MappingData - files that contain information about state boundaries used to process latlong data