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)
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