q-state spin models generalize vector Potts models for high-order discrete data interactions, with gauge invariance under loop expansion and closed-form marginal likelihood for minimally complex models.
MinCompSpin(mcmpy): a package for model selection among minimally complex models for discrete data, 2026
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Modeling Discrete Data with High-Order Vector Potts Models
q-state spin models generalize vector Potts models for high-order discrete data interactions, with gauge invariance under loop expansion and closed-form marginal likelihood for minimally complex models.