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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Bibliographic Details
Main Authors: Vudtiwat Ngampruetikorn, Vedant Sachdeva, Johanna Torrence, Jan Humplik, David J. Schwab, Stephanie E. Palmer
Format: Article
Language:English
Published: American Physical Society 2022-06-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.4.023240