Foundations of info-metrics : modeling, inference, and imperfect information /
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 dec...
Gespeichert in:
- 1. Verfasser:
- Format:
- Elektronisch E-Book
- Sprache:
- Englisch
- Veröffentlicht:
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New York, NY :
Oxford University Press,
2017.
- Zusammenfassung:
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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.
- Umfang:
- 1 online resource : illustrations (black and white)
- Anmerkungen:
- Previously issued in print: 2017.
- Zielpublikum:
- Specialized.
- Bibliografie:
- Includes bibliographical references and index.
- ISBN:
- 0-19-934955-X
- Schlagworte:
- Bezugswerke:
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Parallelausgabe: 0-19-934952-5
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