An overview of composite likliehood methods

Varin, C and Reid, N and Firth, D (2011) An overview of composite likliehood methods. Statistica Sinica, 21 (2011). pp. 5-42. ISSN ISSN: 1017-0405

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Official URL: http://www3.stat.sinica.edu.tw/statistica/j21n1/j2...

Abstract

A survey of recent developments in the theory and application of composite likelihood is provided, building on the review paper of Varin (2008). A range of application areas, including geostatistics, spatial extremes, and space-time models, as well as clustered and longitudinal data and time series are considered. The important area of applications to statistical genetics is omitted, in light of Larribe and Fearnhead (2011). Emphasis is given to the development of the theory, and the current state of knowledge on efficiency and robustness of composite likelihood inference.

Item Type:Article
Subjects:5. Quantitative Data Handling and Data Analysis > 5.2 Statistical Theory and Methods of Inference
ID Code:1744
Deposited By: L-W-S user
Deposited On:31 Mar 2011 07:02
Last Modified:09 Feb 2012 15:02

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