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  "Description": "Implements the Elliptical Covering Marginal Likelihood\nEstimator (ECMLE), a geometric method for approximating\nmarginal likelihood from posterior draws and log-posterior\nevaluations. The method constructs a collection of\nnon-overlapping ellipsoids in a high-posterior-density region,\ncomputes the covered volume, and combines this with posterior\nsample coverage to estimate model evidence. It is designed to\nstabilize harmonic-mean-based evidence approximation and can be\napplied in multimodal settings. The methodology is described in\nNaderi et al. (2025) <doi:10.48550/arXiv.2510.20617>.",
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      "title": "Estimate the log marginal likelihood with ECMLE",
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        "summary.ecmle"
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