Estimating hunting success rates via Bayesian generalized linear models

Journal of Agricultural, Biological, and Environmental Statistics

Volumn 4, Issue 4, 1999, Pages 456-472

  Woodard, Roger ^a   Sun, Dongchu ^a   He, Zhuoqiong ^a   Sheriff, Steven L ^b  

^a UNIVERSITY OF MISSOURI   (United States)

^b MISSOURI DEPARTMENT OF CONSERVATION   (United States)

Author keywords

Bayes factor; Conditional autoregressive model; Inverse gamma distribution; Log linear mixed model; Spatial correlation

Indexed keywords

ANIMALIA; AVES; MELEAGRIS GALLOPAVO;

EID: 0041411457     PISSN: 10857117     EISSN: None     Source Type: Journal    
DOI: 10.2307/1400502     Document Type: Article

References (23)

1. Berger, J. O., and Sun, D. (1993), "Bayesian Analysis for the Poly-Weibull Distribution," Journal of the American Statistical Association, 83, 1412-1418.
2. Besag, J. (1974), "Spatial Interaction and the Statistical Analysis of Lattice Systems (With Discussion)," Journal of the Royal Statistical Society, Series B, 36, 192-236.
3. Clayton, D., and Kaldor, J. (1987), "Empirical Bayes Estimates of Age-Standardized Relative Risks for Use in Disease Mapping," Biometrics, 43, 671-681.
4. Cressie, N. (1993), Statistics for Spatial Data, New York: Wiley.
5. Dempster, A. P., Rubin, D. B., and Tsutakawa, R. K. (1981), "Estimation in Covariance Components Models," Journal of the American Statistical Association, 76, 341-353.
6. Gelfand, A., and Smith, A. F. M. (1990), "Sampling Based Approaches to Calculating Marginal Densities," Journal of the American Statistical Association, 85, 298-409.
7. Gelman, A., Carlin, J., Stern, H., and Rubin, D. (1995), Bayesian Data Analysis, London: Chapman and Hall.
8. Ghosh, M., and Rao, J. N. K. (1994), "Small Area Estimations: An Appraisal," Statistical Science, 9, 65-93.
9. Giessman, N. F., Barney, T. W., Haithcoat, T. L., Myers, J. W., and Massengale, R. (1986), "Distribution of Forestland in Missouri," Transactions, Missouri Academy of Science, 20, 5-14.
10. Gilks, W. R., Richardson, S., and Spiegelhalter, D. J. (1996), Markov Chain Monte Carlo in Practice, London: Chapman and Hall.
11. Gilks, W. R., and Wild, P. (1992), "Adaptive Rejection Sampling for Gibbs Sampling," Applied Statistics, 41, 337-348.
12. He, Z., and Sun, D. (1998), "Hierarchical Bayes Estimation of Hunting Success Rates With Spatial Correlations," submitted.
13. Hobert, J. P., and Casella, G. (1996), "The Effect of Improper Priors on Gibbs Sampling in Hierarchical Linear Mixed Models," Journal of the American Statistical Association, 91, 1461-1473.
14. Kass, R., and Raftery, A. (1995), "Bayes Factors," Journal of the American Statistical Association, 90, 773-794.
15. Meng, X., and Wong, W. H. (1996), "Simulating Ratios of Normalizing Constants via A Simple Identity: A Theoretical Exploration," Statistica Sinica, 6, 831-860.
16. Newton, M. A., and Raftery, A. E. (1994), "Approximate Bayesian Inference by Weighted Likelihood Bootstrap (With Discussion)," Journal of the Royal Statistical Society, Series B, 56, 3-48.
17. Ord, K. (1975), "Estimation Methods for Models With Spatial Interaction," Journal of the American Statistical Association, 70, 120-126.
18. Stasny, E. A. (1991), "Hierarchical Models for the Probabilities of a Survey Classification and Nonresponse: An Example From the National Crime Survey," Journal of the American Statistical Association, 86, 296-303.
19. Sun, D., Tsutakawa, R. K., and He, Z. (1998), "Propriety of Posteriors With Improper Priors in Hierarchical Linear Mixed Models,"submitted.
20. Sun, D., Tsutakawa, R. K., and Speckman, P. L. (1999), "Posterior Distribution of Hierarchical Models Using CAR (1) Distributions," Biometrika, 86, 341-350.
21. Tsutakawa, R. K. (1985), "Estimation of Cancer Mortality Rates: A Bayesian Analysis of Small Frequencies," Biometrics, 41, 69-79.
22. Tsutakawa, R. K. (1988), "Mixed Model for Analyzing Geographic Variability in Mortality Rates," Journal of the American Statistical Association, 83, 37-42.
23. Whittle, P. (1954), "On Stationary Process in the Plane," Biometrika, 41, 434-149.