Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of components

Autor: Carmona, CU, Nicholls, GK

Bayesian statistical inference loses predictive optimality when generative models are misspecified. Working within an existing coherent loss-based generalisation of Bayesian inference, we show existing Modular/Cut-model inference is coherent, and wri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3cc39f1a3c3b425ed3f662ba9e306e5d
https://ora.ox.ac.uk/objects/uuid:604dcd4b-4345-4f74-9a92-a3c8d22aab49

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Isotope evidence for agricultural extensification reveals how the world's first cities were fed.

Autor: Styring AK; School of Archaeology, University of Oxford, Oxford OX1 2PG, UK., Charles M; School of Archaeology, University of Oxford, Oxford OX1 2PG, UK., Fantone F; Faculty of Archaeology, Leiden University, 2333 Leiden, The Netherlands., Hald MM; The National Museum of Denmark, 1471 Copenhagen, Denmark., McMahon A; Division of Archaeology, University of Cambridge, Cambridge CB2 3DZ, UK., Meadow RH; Department of Anthropology and Peabody Museum, Harvard University, Cambridge, Massachusetts 02138, USA., Nicholls GK; Department of Statistics, University of Oxford, Oxford OX1 3LB, UK., Patel AK; Peabody Museum, Harvard University, Cambridge, Massachusetts 02138, USA., Pitre MC; Department of Anthropology, St. Lawrence University, New York, New York 13617, USA., Smith A; Department of Anthropology, University of Connecticut, Storrs, Connecticut 06269, USA., Sołtysiak A; Institute of Archaeology, University of Warsaw, 00-927 Warsaw, Poland., Stein G; The Oriental Institute, University of Chicago, Chicago, Illinois 60637, USA., Weber JA; University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA., Weiss H; School of Forestry and Environmental Studies, Yale University, New Haven, Connecticut 06511, USA., Bogaard A; School of Archaeology, University of Oxford, Oxford OX1 2PG, UK.

Publikováno v: Nature plants [Nat Plants] 2017 Jun 05; Vol. 3, pp. 17076. Date of Electronic Publication: 2017 Jun 05.