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000808503 020__ $$a9780199349555$$q(electronic book)
000808503 035__ $$a(StDuBDS)EDZ0001776861
000808503 040__ $$aStDuBDS$$beng$$cStDuBDS$$erda$$epn
000808503 050_0 $$aT50$$b.G64 2017
000808503 08204 $$a519.54$$223
000808503 1001_ $$aGolan, Amos,$$eauthor.
000808503 24510 $$aFoundations of info-metrics :$$bmodeling, inference, and imperfect information /$$cAmos Golan.
000808503 264_1 $$aNew York, NY :$$bOxford University Press,$$c2017.
000808503 300__ $$a1 online resource :$$billustrations.
000808503 336__ $$atext$$2rdacontent
000808503 336__ $$astill image$$2rdacontent
000808503 337__ $$acomputer$$2rdamedia
000808503 338__ $$aonline resource$$2rdacarrier
000808503 504__ $$aIncludes bibliographical references and index.
000808503 506__ $$aAccess limited to authorized users.
000808503 5208_ $$aThis work provides a framework for info-metrics-the science of modeling, inference, and reasoning under conditions of noisy and insufficient information. Info-metrics is an inherently interdisciplinary framework that emerged from the intersection of information theory, statistical inference, and decision-making under uncertainty. It allows us to process the available information with minimal reliance on assumptions that cannot be validated. This text focuses on unifying all information processing and model building within a single constrained optimization framework. It provides a complete framework for modeling and inference, rather than a problem-specific model.
000808503 588__ $$aDescription based on online resource; title from home page (viewed on October 17, 2017).
000808503 650_0 $$aMeasurement uncertainty (Statistics)
000808503 650_0 $$aInference.
000808503 650_0 $$aMathematical statistics.
000808503 77608 $$iPrint version:$$z9780199349524
000808503 85280 $$bebk$$hOxford Scholarship Online
000808503 85640 $$3Oxford scholarship online$$uhttps://univsouthin.idm.oclc.org/login?url=http://dx.doi.org/10.1093/oso/9780199349524.001.0001$$zOnline Access
000808503 909CO $$ooai:library.usi.edu:808503$$pGLOBAL_SET
000808503 980__ $$aEBOOK
000808503 980__ $$aBIB
000808503 982__ $$aEbook
000808503 983__ $$aOnline