Monte Carlo + Chi Square tests for OD
This greatly helps for the validation.
Take inspiration from gokalman:
https://github.com/ChristopherRabotin/gokalman/blob/master/chisquare.go
https://github.com/ChristopherRabotin/gokalman/blob/master/montecarlo.go
https://github.com/ChristopherRabotin/gokalman/blob/master/montecarlo_test.go
(includes the Chi squared tests)