Foundations of info-metrics

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

by Golan, Amos

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Title Statements

  • Full title :Foundations of info-metrics : modeling and inference with imperfect information / Amos Golan.

Edition Statements

  • Publication Date:©2018

Publication Statements

The Physical Object

  • Description:xx, 465 pages : : illustrations ; : 25 cm

Edition Identifiers

  • ISBN:9780199349524, 0199349525, 9780199349531, 0199349533
  • oclc:on1019730043
  • LC Classification:T50
  • Dewey Decimal:519.5/4

Table of Contents

Introduction -- Rational inference : a constrained optimization framework -- The metrics of info-metrics : information, probabilities and entropy -- Entropy maximization -- Inference in the real world -- Advanced inference in the real world -- Efficiency, sufficiency, and optimality -- Prior information -- A complete info-metrics framework -- Modeling and theories -- Causal inference via constraint satisfaction -- Info-metrics and statistical inference : discrete problems -- Info-metrics and statistical inference : continuous problems -- New applications across disciplines -- Epilogue.

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Subjects

Incertitude de mesure Inference Inférence (Logique) Mathematical statistics Measurement uncertainty (Statistics)

Writers

Golan, Amos

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