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Likelihood Methods in Statistics (Oxford Statistical Science Series)
Rok: 2001
ISBN: 9780198506508
OKCZID: 110050367
Citace (dle ČSN ISO 690):
SEVERINI, Thomas Alan. Likelihood methods in statistics. Oxford: Oxford University Press, 2000. xi, 380 s. Oxford statistical science series, 22.
Anotace
This book provides an introduction to the modern theory of likelihood-based statistical inference. This theory is characterized by several important features. One is the recognition that it is desirable to condition on relevant ancillary statistics. Another is that probability approximations are based on saddlepoint and closely related approximations that generally have very high accuracy. A third aspect is that, for models with nuisance parameters, inference is often based on marginal or conditional likelihoods, or approximations to these likelihoods. These methods have been shown often to yield substantial improvements over classical methods. The book also provide an up-to-date account of recent results in the field, which has been undergoing rapid development.