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Counting probability distributions: Differential geometry and model selection

A central problem in science is deciding among competing explanations of data containing random errors. We argue that assessing the “complexity” of explanations is essential to a theoretically well-founded model selection procedure. We formulate model complexity in terms of the geometry of the space...

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Bibliografske podrobnosti
Main Authors: Myung, In Jae, Balasubramanian, Vijay, Pitt, Mark A.
Format: Artigo
Jezik:Inglês
Izdano: The National Academy of Sciences 2000
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC17172/
https://ncbi.nlm.nih.gov/pubmed/11005827
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