Spatial Statistics, Spatial-Temporal Statistics, Environmental Statistics, and Spatial Econometrics

Fall 2015 Teaching

• STA 626

• 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.
• 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.
• 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.
• Zheng, Y. and Aukema, B.H. (2010). Hierarchical dynamic modeling of outbreaks of mountain pine beetle using partial differential equations. Environmetrics, 21, 801--816. 
• Zheng, Y., Zhu, J., and Roy, A. (2010). Nonparametric Bayesian inference for the spectral density function of a random field. Biometrika, 97, 238--245. 
• Zheng, Y. (2011). Shape restriction of the multi-dimensional Bernstein prior for density functions. Statistics and Probability Letters, 81, 647--651.
• Kajita, Y., O'Neill, E., Zheng, Y., Obrycki, J. and Weisrock, D.  (2012). A population genetic signature of human releases in an invasive ladybeetle.  Molecular Ecology, 21, 5473--5483.
• Zhang, X. and Zheng, Y.  (2012). A note on spatial-temporal lattice modeling and maximum likelihood estimation. Statistics and Probability Letters, 82, 2145--2155. 
• Zheng, Y. and Zhu, J. (2012). On the asymptotics of maximum likelihood estimation for spatial linear models on a lattice. Sankhya, Series A, 74, 29--56.  
• Chi, G. and Zheng, Y. (2013). Estimating transport footprint along highways at local levels: a combination of network analysis and kriging methods. International Journal of Sustainable Transport, 7, 261--273. 
• Wang, Z. and Zheng, Y. (2013). Analysis of binary data via a centered spatial-temporal autologistic regression model. Environmental and Ecological Statistics, 20, 37--57.
• Zhang, X. and Zheng, Y. (2014). Nonparametric Bayesian inference for multivariate density functions using Feller priors. Journal of Nonparametric Statistics, 26, 321--340.