Statistical Inference Based on the likelihood

By: Adelchi Azzalini

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Paperback | 21 January 2023 | Edition Number 1

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352 Pages

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13.7 x 21.5 x 2.7

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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.

Industry Reviews

"...this book reads well, and it is a welcome addition to the literature. I recommend its use as a text for an introductory graduate level course."
-JASA

"...provides numerical answers with real data."
-L'Enseignment Mathematique

"From the preface: 'the aim is to show how the main body of currently used statistical techniques can be generated from a few key concepts, in particular the likelihood'. The author achieves this aim extremely well."
-Publication of the International Statistical Institute

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