Sample prior, prior predictive, and posterior predictive distributions

openghg / openghg_inversions

University of Bristol Atmospheric Chemistry Research Group RHIME Inversion code (with openghg dependency)

MIT License

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Sample prior, prior predictive, and posterior predictive distributions #48

Open brendan-m-murphy opened 5 months ago

brendan-m-murphy commented 5 months ago

To create PARIS outputs, we need samples from the prior, prior predictive, and posterior predictive distributions.

Also, the Y trace currently created by hbmcmc_postprocess doesn't take into account model and observation error, so the posterior Y uncertainties currently reported are lower than they should be.