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Copula Operad and Copula Entropy
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arXiv:2609.20512v4 Announce Type: replace-cross Abstract: We construct a symmetric operad $\mathfrak{C}$ on the class of all multivariate copulas, where operadic composition is given by Sklar substitution. We prove that the absolutely continuous subclass $\mathfrak{C}^{ac}$---which coincides with the $L^1$ class of copula densities---forms a suboperad; under composition, the density of the composite copula is given by the explicit Sklar substitution density formula $g(v)=\phi\big(\Psi_1(v^{(1)}),\dots,\Psi_n(v^{(n)})\big)\prod_{k=1}^{n}\psi_{k}(v^{(k)})$. Furthermore, we show that copulas with finite copula entropy---identified with the $L\log L$ class of copula densities---are closed under substitution and hence constitute a suboperad $\mathfrak{C}^{L\log L}$. On this suboperad, copula entropy is strictly additive: $H(\gamma(\Phi;\Psi_{1},\ldots,\Psi_{n}))=H(\Phi)+\sum_{k=1}^{n}H(\Psi_{k})$.
Source:https://arxiv.org/abs/2609.20512PreviousThe classical capacity of generalized amplitude-damping channels and its strong-converse exponentNextParallelizable and addressable transversal non-Clifford gates on good quantum LDPC codes
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