thin-data

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Hierarchical Bayesian models for thin-data insurance pricing segments. PyMC 5, non-centered parameterization, credibility factors.

python insurance pricing pymc bayesian mcmc hierarchical-models actuarial insurance-pricing uk-insurance thin-data

Foundation model wrapper for thin-data pricing — TabPFN v2/TabICLv2 backend, GLM benchmark, PDP relativities, CommitteeReport

python insurance pricing actuarial foundation-models tabpfn uk-insurance thin-data

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