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Recursive-Head Geometry and Order-Free Efficient Inference in Finite-State Nested Markov Models

Wei, Haoyu
arXiv (All) · Papers
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econometricsstatistics-theory
Exploiting the equality restrictions that nested Markov models encode requires their tangent-space geometry. For strictly positive finite-state models on arbitrary acyclic directed mixed graphs (ADMGs), we differentiate the recursive-head chart and prove that the range of its score map is the full t
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