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Search Results - Open Polar - "demonstration"
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A Bayesian approach to combining animal abundance and demographic data
by
Brooks, S. P.
,
King, R.
,
Morgan, B. J. T.
Published 2004
Subjects:
“
... winter. We
demonstrate
how the combined analysis of these data provides a more robust inferential...
”
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Article in Journal/Newspaper
1
Author
Brooks, S. P.
1
King, R.
1
Morgan, B. J. T.
1
Topic
Census data
1
Integrated analysis
1
Kalman filter
1
Logistic regression
1
QL1-991
1
Ring-recovery data
1
State-space model
1
WinBUGS
1
Zoology
1
one frequently encounters both count and mark-recapture-recovery data. Here
1
we consider an integrated Bayesian analysis of ring¿recovery and count data using a state-space model. We then impose a Leslie-matrix-based model on the true population counts describing the natural birth-death and age transition processes. We focus upon the analysis of both count and recovery data collected on British lapwings (Vanellus vanellus) combined with records of the number of frost days each winter. We demonstrate how the combined analysis of these data provides a more robust inferential framework and discuss how the Bayesian approach using MCMC allows us to remove the potentially restrictive normality assumptions commonly assumed for analyses of this sort. It is shown how WinBUGS may be used to perform the Bayesian analysis. WinBUGS code is provided and its performance is critically discussed
1
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Directory of Open Access Journals: DOAJ Articles
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English
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Open Polar Keyword
Vanellus vanellus
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