Research Interests

Representative Publications   (search)

1. Gelfand, A.E. (with A. Latimer, S. Wu and J.A. Silander, Jr.), Building Statistical Models to Analyze Species Distributions, Ecological Applications, vol. 16 no. 1 (2006), pp. 33-50.
2. A. Gelfand with Carlin, B.P., Mugglin, A.S., and Zhu, L., Modeling spatio-temporally misaligned areal and point process environmental data, in Quantitative Methods for Current Environmental Issues, edited by C. Anderson, et. al. (2002), pp. 3-35, London, Springer Verlag.
3. Gelfand, A.E. with J.A. Silander, Jr., S. Wu, A. Latimer, P.O. Lewis, A.G. Rebelo and M. Holder, Explaining Species Distribution Patterns Through Hierarchical Modeling, Bayesian Analysis no. 1 (2005), pp. 1; 41-92.
4. A. Gelfand, Bayesian Computation, in Encyclopedia of Environmetrics, edited by A.H. El-Shaarawi and W.W. Piegorsch, vol. 1 (2002), pp. 150-151.
5. Gelfand, A.E. (with A.M. Schmidt, S. Wu, J.A. Silander, A. Latimer and A.G. Rebelo), Explaining Species diversity Through species Level Hierarchical Modeling., Applied Statistics no. 65 (2005), pp. 1-20.
6. A. Gelfand, Bayesian Methods and Modeling, in Encyclopedia of Environmetrics, edited by A.H. El-Shaarawi and W.W. Piegorsch, vol. 1 (2002), pp. 155-160.
7. Gelfand, A.E. (with S. Banerjee and D. Gamerman), Spatial Process Modelling for Univariate and Multivariate Dynamic spatial Data, Environmetrics no. 16 (2005), pp. 1-15.
8. A. Gelfand with M. Haran, B.P. Carlin, J.L. Adgate, G. Ramachandran and L.A. Waller, Hierarchical models for relating particulant matter exposure measures, in Case Studies in Bayesian Statistics, edited by C. Gatsonis, et. al., vol. VI (2002), pp. 239-254, New York, Springer-Verlag.
9. Gelfand, A.E. (with D. Agarwal), Slice Gibbs Sampling for Simulation Based Fitting of Spatial Models, Statistics and Computing no. 15 (2005), pp. 61-69.
10. A. Gelfand, Gibbs Sampling, in Statistics in the 21st Century, edited by A.E. Raftery, M.A. Tanner, M.T. Wells (2001), pp. 341-349, Chapman Hall/CRC, Boca Raton.
11. Gelfand, A.E. (with J. Valenti, S. Wu, and C.F. Sirmans), Apartment Rent Predictions Using Spatial Modeling, Journal of Real Estate Research no. 27 (2005), pp. 1, 105-136.
12. A. Gelfand, Gibbs Sampling, in Statistics in the 21st Century, edited by A.E. Raftery, M.A. Tanner, M.T. Wells (2001), pp. 341-349, Chapman Hall/CRC, Boca Raton.
13. A.E. Gelfand (with D. Agarwal, J. Silander, J. Mickelson and R. Dewar), Relating Tropical Deforestation and Population Pressure through spatially Explicit Misaligned Bivariate Regression Models, Ecological Modelling no. 185 (2005), pp. 105-131.
14. A. Gelfand with M. Ghosh, Generalized Linear Models: A Bayesian View, in Generalized Linear Models: A Bayesian Perspective, edited by D.K. Dey, M. Ghosh and S. Ghosh (2000), pp. 3-22, Marcel Dekker Press.
15. Gelfand, A.E. (with M. Short and B.P. Carlin), Covariate-adjusted Spatial CDF's for Air Pollutant Data, Journal of Agricultural, biological and environmental Statistics no. 10 (2005), pp. 259-275.
16. A. Gelfand with N. Ravishanker and M.D. Ecker, Modeling and Inference for Binary Spatial Data, in Generalized Linear Models: A Bayesian Perspective, edited by D.K. Dey, M. Ghosh and S. Ghosh (2000), pp. 373-386, Marcel Dekker Press.
17. Gelfand, A.E. (with A.Kottas and S.N. Mac Eachern), Bayesian Nonparametric Spatial Modeling with Dirichlet Process Mixing, Journal of the american Statistical Association no. 100 (2005), pp. 1021-1035.
18. Gelfand, A.E., M.D. Ecker, J.R. Knight and C.F. Sirmans, The Dynamics of Location in Home Price, Journal of Real estate and Financial Economics no. 29 (2004), pp. 149-166.
19. Gelfand, A.E., with S. Banerjee, J.R. Knight and C.F. Sirmans, Nonstationary Spatial Modeling through Normalized Distance-Weighted Sums of Stationary Processes, Journal of Business and Economic Statistics no. 22 (2004), pp. 206-213.
20. Gelfand, A.E., A.M. Latimer, J.A. Silander, Jr., A.G. Rebelo and D.M. Richardson, Quantifying threats to biodiversity from invasive alien plants and other factors; a case study from the Cape Floristic Region, South African Journal of Science no. 100 (2004), pp. 81-86.