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Inferring couplings in networks across order-disorder phase transitions

Statistical inference is central to many scientific endeavors, yet how it works remains unresolved. Answering this requires a quantitative understanding of the intrinsic interplay between statistical models, inference methods, and the structure in the data. To this end, we characterize the efficacy...

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Detalles Bibliográficos
Autores principales: Ngampruetikorn, Vudtiwat, Sachdeva, Vedant, Torrence, Johanna, Humplik, Jan, Schwab, David J., Palmer, Stephanie E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421637/
https://www.ncbi.nlm.nih.gov/pubmed/37576946
http://dx.doi.org/10.1103/physrevresearch.4.023240