ENGLISH

Foundations of info-metrics: modeling and inference with imperfect information

By Amos , Golan

Book information

Publisher
Oxford University Press
Year
2018
ISBN
9780199349524, 0199349525, 9780199349531, 0199349533, 9780199349548, 9780199349555
Language
english
Format
PDF
Filesize
5 MB (5555049 bytes)
Pages
465\489
Library
kolxo3
Time added
2019-04-25 18:00:00
Unsicheres Schließen.;Schlussfolgern.;Explorative

Description

Content: DedicationAcknowledgementsChapter 1 - Introduction Chapter 2 - Rational Inference: A Constrained Optimization FrameworkChapter 3 - The Metrics of Info-MetricsChapter 4 - Entropy MaximizationChapter 5 - Inference in The Real WorldChapter 6 - Advanced Inference in The Real WorldChapter 7: Efficiency, Sufficiency, and OptimalityChapter 8 - Prior InformationChapter 9 - A Complete Info-Metrics FrameworkChapter 10 - Modeling and TheoriesChapter 11 - Causal Inference via Constraint SatisfactionChapter 12 - Info-Metrics and Statistical Inference: Discrete ProblemsChapter 13 - Info-Metrics and Statistical Inference: Continuous ProblemsChapter 14 - New Applications Across DisciplinesEpilogueAppendicesList of SymbolsReferencesIndex

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