Spatial Statistics and Spatial-Temporal Statistics
Statistical Modeling and Applications in Ecology
Zhu, J., Huang, H.-C., and Reyes, P.E. (2010). On selection of spatial linear models for lattice data. Journal of the Royal Statistical Society Series B, 72, 389-402.
Zheng, Y., Zhu, J., and Roy, A. (2010). Nonparametric Bayesian inference for the spectral density function of a random field. Biometrika, 97, 238-245.
Wang, H. and Zhu, J. (2009). Variable selection in spatial regression via penalized least squares. Canadian Journal of Statistics, 37, 607-624.
Zheng, Y. and Zhu, J. (2008). Markov chain Monte Carlo for a spatial-temporal autologistic regression model. Journal of Computational and Graphical Statistics, 17, 123-137. WEB
Zheng, Y., Zhu, J., and Li, D. (2008). Analyzing spatial panel data of cigarette demand: A Bayesian hierarchical modeling approach. Journal of Data Science, 6, 467-489. PDF WEB
Zhu, J., Rasmussen, J.G., Moeller, J., Aukema, B.H., and Raffa, K.F. (2008). Spatial-temporal modeling of forest gaps generated by colonization from below- and above-ground bark beetle species. Journal of the American Statistical Association, 103, 162-177. WEB SOFTWARE
Zhu, J., Zheng, Y., Carroll, A.L., and Aukema, B.H. (2008). Autologistic regression analysis of spatial-temporal binary data via Monte Carlo maximum likelihood. Journal of Agricultural, Biological, and Environmental Statistics, 13, 84-98. WEB SOFTWARE
Zhu, J. and Lahiri, S.N. (2007). Bootstrapping the empirical distribution function of a spatial process. Statistical Inference for Stochastic Processes, 10, 107-145.
Rasmussen, J.G., Moeller, J., Aukema, B.H., Raffa, K.F., and Zhu, J. (2007). Bayesian inference for multivariate point processes observed at sparsely distributed times. Journal of the Royal Statistical Society Series B, 69, 701-713.
Lahiri, S.N. and Zhu, J. (2006). Resampling methods for spatial regression models under a class of stochastic designs. Annals of Statistics, 34, 1774-1813.
Yue, W. and Zhu, J. (2006). On estimation and prediction for multivariate multiresolution tree-structured models. Statistica Sinica, 16, 981-1020.
Zhu, J., Huang, H.-C., and Wu, J. (2005). Modeling spatial-temporal binary data using Markov random fields. Journal of Agricultural, Biological, and Environmental Statistics, 10, 212-225. WEB
Zhu, J., Eickhoff, J.C., and Yan, P. (2005). Generalized linear latent variable models for repeated measures of spatially correlated multivariate data. Biometrics, 61, 674-683. WEB
Tracey, J.A., Zhu, J., and Crooks, K. (2010). Modeling and inference of animal movement using artificial neural network. Environmental and Ecological Statatistics. To appear. WEB
Aukema, B.H., Zhu, J., Moeller, J., Rasmussen, J.G., and Raffa, K.F. (2010). Interactions between below- and above-ground herbivores drive a forest decline and gap-forming syndrome. Forest Ecology and Management, 259, 374-382. WEB
Magle, S.B., Reyes, P., Zhu, J., and Crooks, K. (2010). Investigating local extinction, colonization, and habitat destruction for a keystone species in urban habitat. Biological Conservation, 143, 2146-2155. WEB
Aukema, B.H., Carroll, A.L., Zheng, Y., Zhu, J., Raffa, K.F., Moore, R.D., and Stahl, K. (2008). Movement of outbreak populations of mountain pine beetle: Influences of spatiotemporal patterns and climate. Ecography, 31, 348-358. WEB
Vander-Zanden, M.J., Joppa, L.N., Allen, B.C., Chandra, S., Gilroy, D., Hogan, Z., Maxted, J.T., and Zhu, J. (2007). Modeling spawning dates of Hucho taimen in Mongolia to establish fishery management zones. Ecological Applications, 17, 2281-2289. WEB
Ives, A.R. and Zhu, J. (2006). Statistics for correlated data: phylogenies, space, and time. Ecological Applications, 16, 20-32. WEB SOFTWARE
Aukema, B.H., Carroll, A.L., Zhu, J., Raffa, K.F., Sickley, T.A., and Taylor, S.W. (2006). Landscape level analysis of mountain pine beetle in British Columbia, Canada: Spatiotemporal development and spatial synchrony within the present outbreak. Ecography, 29, 427-441. WEB
Tracey, J.A., Zhu, J., and Crooks, K. (2005). A set of nonlinear regression models for animal movement in response to a single landscape feature. Journal of Agricultural, Biological, and Environmental Statistics, 10, 1-18. WEB SOFTWARE
Magle, S.B., Zhu, J., and Crooks, K. (2005). Behavioral responses to repeated human intrusion by black-tailed prairie dogs (Cynomys Ludovicianus). Journal of Mammalogy, 86, 524-530. WEB
Anderson, D.A., Turner, M.G., Forester, J.D., Zhu, J., Boyce, M.S., Beyer, H., and Stowell, L. (2005). Scale-dependent summer habitat use for reintroduced elk (Cervus canadensis) in Wisconsin, USA. Journal of Wildlife Management, 69, 298-310. WEB
Smithwick, E.A.H., Mack, M.C., Turner, M.G., Chapin III, F.S., Zhu, J., and Balser, T.C. (2005). Spatial heterogeneity of ecosystem processes after severe fire in a black spruce (Picea mariana) forest, Alaska. Biogeochemistry, 76, 517-537. WEB