European University Institute Library

Foundations of info-metrics, modeling, inference, and imperfect information, Amos Golan

eng

Includes bibliographical references and index

illustrations

index present

non fiction

Foundations of info-metrics

electronic resource

bibliographydictionaries

1033836852

Amos Golan

Oxford scholarship online.

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 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.--, Provided by publisher

specialized