A general approach to modeling and analysis of species abundance data with extra zones

Journal of Agricultural, Biological, and Environmental Statistics

Volumn 7, Issue 3, 2002, Pages 324-334

  Podlich, H M ^a   Faddy, M J ^b   Smyth, G K ^c  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b UNIVERSITY OF BIRMINGHAM   (United Kingdom)

^c WALTER AND ELIZA HALL INSTITUTE OF MEDICAL RESEARCH   (Australia)

Author keywords

Covariate effects; Extended Poisson process model; Penalized likelihood; Prediction

Indexed keywords

ABUNDANCE; COVARIANCE ANALYSIS; MARKOV CHAIN; MODELING; POPULATION DISTRIBUTION;

FRAXINUS; VICTORIA; ZEROS;

EID: 4544280773     PISSN: 10857117     EISSN: None     Source Type: Journal    
DOI: 10.1198/108571102221     Document Type: Article

References (9)

1. Cox, D. R., and Miller, H. D. (1965), The Theory of Stochastic Processes, London: Methuen.
2. Daniels, H. E. (1982), "The Saddlepoint Approximation for a General Birth Process," Journal of Applied Probability, 19, 20-38.
3. Faddy, M. J. (1997), "Extended Poisson Process Modelling and Analysis of Count Data," Biometrical Journal, 39, 431-440.
4. Faddy, M. J. (1998), "Stochastic Models for Analysis of Species Abundance Data," in Statistics in Ecology and Environmental Monitoring (Vol. 2), eds. D. J. Fletcher, L. Kavalieris, and B. F. J. Manly, Dunedin: University of Otago Press, pp. 33-40.
5. Green, P. J., and Silverman, B. W. (1994), Nonparametric Regression and Generalized Linear Models, London: Chapman and Hall.
6. Lambert, D. (1992), "Zero-Inflated Poisson Regression, With an Application to Defects in Manufacturing," Technometrics, 34, 1-14.
7. Podlich, H. M., Faddy, M. J., and Smyth, G. K. (1999), "Likelihood Computations for Extended Poisson Process Models," InterStat, September No. 1, 15 pp.
8. Sidje, R. B. (1998), "EXPOKIT: Software Package for Computing Matrix Exponentials," ACM Transactions on Mathematical Software, 24, 130-156.
9. Welsh, A. H., Cunningham, R. B., Donnelly, C. F., and Lindenmayer, D. B. (1996), "Modelling the Abundance of Rare Species: Statistical Models for Counts With Extra Zeros," Ecological Modelling, 88, 297-308.