This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
Activity Number:
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102
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Type:
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Invited
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Date/Time:
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Monday, August 2, 2010 : 8:30 AM to 10:20 AM
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Sponsor:
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Section on Statistics and the Environment
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Abstract - #305943 |
Title:
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Modeling and Inference for Interaction Processes for Unions of Discs
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Author(s):
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Jesper Møller*+
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Companies:
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Aalborg University
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Address:
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Fredrik Bajers Vej 7G, Aalborg Ø, DK-9220, Denmark
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Keywords:
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connected component Markov point process ;
spatial Markov property ;
stability properties ;
edge effects ;
conditional likelihood ;
simulation-based maximum likelihood inference
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Abstract:
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This talk is based on the following papers:
J. Møller and K. Helisova (2008). Power diagrams and interaction processes for unions of discs. Advances in Applied Probility, 40, 321-347.
J. Møller and K. Helisova (2009). Likelihood inference for unions of interacting discs. Scandinavian Journal of Statistics, to appear.
The first paper studies a flexible class of finite disc process models with interaction between the discs. The second paper is to the best of my knowledge, the first paper which discusses likelihood inference for a random set using a germ-grain model, where the individual grains are unobservable, edge effects occur, and other complications appear.
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The address information is for the authors that have a + after their name.
Authors who are presenting talks have a * after their name.
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