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Statistical Inference Based on the Likelihood

Statistical Inference Based on the Likelihood

ISBN 9780412606502
Publisher Chapman & Hall/CRC
Author(s)
Publication Date
Overview
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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