An autologistic model for the spatial distribution of wildlife

Journal of Applied Ecology

Volumn 33, Issue 2, 1996, Pages 339-347

  Augustin, N H ^a   Mugglestone, M A ^b   Buckland, S T ^a  

^a UNIVERSITY OF ST ANDREWS   (United Kingdom)

^b ROTHAMSTED RESEARCH   (United Kingdom)

Author keywords

Autologistic model; Generalized linear model; Gibbs sampler; Red deer; Spatial autocorrelation; Spatial distribution

Indexed keywords

ANIMALIA; CERVIDAE; CERVUS ELAPHUS;

EID: 0001328764     PISSN: 00218901     EISSN: None     Source Type: Journal    
DOI: 10.2307/2404755     Document Type: Article

References (9)

1. Augustin, N.H., Mugglestone, M.A. & Buckland, S.T. (in press) The role of simulation in modelling spatially correlated data. Envirometrics.
2. Aitchison, J. ( 1955) On the distribution of a positive random variable having a discrete probability mass at the origin. Journal of the American Statislical Association, 50, 901-908.
3. Besag, J. (1974) Spatial interaction and the statistical analysis of lattice systems (with discussion). Journal of the Royal Statistical Society B, 36, 192-236.
4. Buckland, S.T. & Elston, D.A. (1993) Empirical models for the spatial distribution of wildlife. Journal of Applied Ecology, 30, 478-495.
5. Efron, B. (1979) Bootstrap methods: another look at the jack knife. Annals of Statistics, 7, 1-26.
6. Geman, S. & Geman, D. (1984) Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 721-741.
7. Hogmander, H. & Møller, J. (1995) Estimating distribution maps from atlas data using statistical methods of image analysis. Biometrics, 51, 393-404.
8. Osborne P.E & Tigar, B.J. (1992) Interpreting bird atlas data using logistic models: an example from Lesotho. Southern Africa. Journal of Applied Ecology. 29, 55-62.
9. Walker, P.A. (1990) Modelling wildlife distributions using a geographic informations system: kangaroos in relation to climate. Journal of Biogeography, 17, 279-289.