Moment Varieties for Mixtures of Products
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The setting of this article is nonparametric algebraic statistics. We study moment varieties of conditionally independent mixture distributions on ℝ^n. These are the secant varieties of toric varieties that express independence in terms of univariate moments. Our results revolve around the dimensions and defining polynomials of these varieties.
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