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Statistical Inference Based on the Likelihood
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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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Details
- ISBN-13: 9781032478012
- ISBN-10: 1032478012
- Publisher: CRC Press
- Publish Date: January 2023
- Page Count: 352
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