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- W4328051330 abstract "We explore the positive geometry of statistical models in the setting of toric varieties. Our focus lies on models for discrete data that are parameterized in terms of Cox coordinates. We develop a geometric theory for computations in Bayesian statistics, such as evaluating marginal likelihood integrals and sampling from posterior distributions. These are based on a tropical sampling method for evaluating Feynman integrals in physics. We here extend that method from projective spaces to arbitrary toric varieties." @default.
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- W4328051330 date "2023-03-23" @default.
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- W4328051330 title "Bayesian Integrals on Toric Varieties" @default.
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- W4328051330 doi "https://doi.org/10.1137/22m1490569" @default.
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