Statistical inference based on the likelihood /

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 tec...

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Main Author: Azzalini, Adelchi, (Author)
Corporate Author: CRC Press.
Format: Taylor Francis eBooks
Language:English
Published: Boca Raton, FL : CRC Press, an imprint of Routledge, [2017].
Edition:First edition.
Subjects:
Online Access:Click here to view.
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020 |a 9781351414470  |q (e-book: PDF) 
020 |a 9781351414456  |q (e-book: Mobi) 
020 |z 9780412606502  |q (hardback) 
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100 1 |a Azzalini, Adelchi,  |e author. 
245 1 0 |a Statistical inference based on the likelihood /  |c by Adelchi Azzalini. 
250 |a First edition. 
264 1 |a Boca Raton, FL :  |b CRC Press, an imprint of Routledge,  |c [2017]. 
264 4 |c ©1996 
300 |a 1 online resource (352 pages) 
336 |a text  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
505 0 0 |t chapter 1 Introduction and overview /  |r Adelchi Azzalini --   |t chapter 2 Likelihood /  |r Adelchi Azzalini --   |t chapter 3 Maximum likelihood estimation /  |r Adelchi Azzalini --   |t chapter 4 Hypothesis testing /  |r Adelchi Azzalini --   |t chapter 5 Linear models /  |r Adelchi Azzalini --   |t chapter 6 Generalized linear models /  |r Adelchi Azzalini. 
520 3 |a 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. 
650 0 |a Mathematical statistics. 
650 0 |a Probabilities. 
710 2 |a CRC Press. 
776 0 8 |i Print version:   |z 9780412606502 
856 4 0 |u https://www.taylorfrancis.com/books/9780203738627  |z Click here to view.