Statistical Inference Based on the likelihood

Adelchi Azzalini

June 1, 1996 by Chapman and Hall/CRC
Textbook - 352 Pages
ISBN 9780412606502 - CAT# C0650
Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability

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Summary

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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