Art B. Owen

Empirical Likelihood (eBook, ePUB)

• Format: ePub

Produktbeschreibung

One of the first books published on the subject, Empirical Likelihood offers an in-depth treatment of this method for constructing confidence regions and testing hypotheses. The author applies the method to a range of problems, from those as simple as setting a confidence region for a univariate mean under IID sampling, to problems defined through smooth functions of means, regression models, generalized linear models, estimating equations, or kernel smooths, and to sampling with non-identically distributed data. Numerous examples from a variety of disciplines and detailed descriptions of algorithms-also posted on a companion Web site-illustrate the methods in practice.

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Produktdetails

• Verlag: Taylor & Francis
• Erscheinungstermin: 18. Mai 2001
• Englisch
• ISBN-13: 9781040065181
• Artikelnr.: 72300248

Autorenporträt

Owen, Art B.

Inhaltsangabe

Empirical Likelihood. EL for Random Vectors. Regression and Modeling.
Symmetry and Independence. Imperfectly Observed Data. Curve Estimation.
Dependent Data. Hybrids and Connections. Some Proofs. Algorithms. Higher
Order Asymptotics.