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The Resource Foundations of info-metrics : modeling, inference, and imperfect information, Amos Golan, (electronic resource)

Foundations of info-metrics : modeling, inference, and imperfect information, Amos Golan, (electronic resource)

Label
Foundations of info-metrics : modeling, inference, and imperfect information
Title
Foundations of info-metrics
Title remainder
modeling, inference, and imperfect information
Statement of responsibility
Amos Golan
Creator
Subject
Language
eng
Summary
This 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.--
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Golan, Amos
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Oxford scholarship online.
http://library.link/vocab/subjectName
  • Measurement uncertainty (Statistics)
  • Inference
  • Mathematical statistics
Target audience
specialized
Label
Foundations of info-metrics : modeling, inference, and imperfect information, Amos Golan, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1093/oso/9780199349524.001.0001
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Control code
EDZ0001776861
Extent
1 online resource
Form of item
online
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780199349555
Media category
computer
Media MARC source
rdamedia
Other physical details
illustrations (black and white)
Specific material designation
remote
System control number
(OCoLC)1033836852
Label
Foundations of info-metrics : modeling, inference, and imperfect information, Amos Golan, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1093/oso/9780199349524.001.0001
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Control code
EDZ0001776861
Extent
1 online resource
Form of item
online
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9780199349555
Media category
computer
Media MARC source
rdamedia
Other physical details
illustrations (black and white)
Specific material designation
remote
System control number
(OCoLC)1033836852

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