Statistical Inference Based on the likelihood

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Statistical Inference Based on the likelihood by Adelchi Azzalini, CRC Press
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Author: Adelchi Azzalini ISBN: 9781351414463
Publisher: CRC Press Publication: November 13, 2017
Imprint: Routledge Language: English
Author: Adelchi Azzalini
ISBN: 9781351414463
Publisher: CRC Press
Publication: November 13, 2017
Imprint: Routledge
Language: English

The Likelihood plays a key role in both introducing general notions of statistical theory, and in developing specific methods. This book introduces likelihood-based statistical theory and related methods from a classical viewpoint, and demonstrates how the main body of currently used statistical techniques can be generated from a few key concepts, in particular the likelihood.

Focusing on those methods, which have both a solid theoretical background and practical relevance, the author gives formal justification of the methods used and provides numerical examples with real data.

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The Likelihood plays a key role in both introducing general notions of statistical theory, and in developing specific methods. This book introduces likelihood-based statistical theory and related methods from a classical viewpoint, and demonstrates how the main body of currently used statistical techniques can be generated from a few key concepts, in particular the likelihood.

Focusing on those methods, which have both a solid theoretical background and practical relevance, the author gives formal justification of the methods used and provides numerical examples with real data.

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