Fall 2015

Here are the papers we have been reading this semester.

Paper CitationDate read
Modlin, Danny, Montserrat Fuentes, and Brian Reich. "Circular conditional autoregressive modeling of vector fields." Environmetrics 23.1 (2012): 46-53.11/17/2015
Duan, Jason A., Alan E. Gelfand, and C. F. Sirmans. "Modeling space-time data using stochastic differential equations." Bayesian Analysis 4.4 (2009): 733-758.11/03/2015
Craigmile, Peter F., and Peter Guttorp. "Space‐time modelling of trends in temperature series." Journal of Time Series Analysis 32.4 (2011): 378-395.10/27/2015
Johnson, Devin S., Mevin B. Hooten, and Carey E. Kuhn. "Estimating animal resource selection from telemetry data using point process models." Journal of animal ecology 82.6 (2013): 1155-1164.10/20/2015
Reich, Brian J., et al. "A class of covariate-dependent spatiotemporal covariance functions." The annals of applied statistics 5.4 (2011): 2265.10/13/2015
Gotway, Carol A., and Walter W. Stroup. "A generalized linear model approach to spatial data analysis and prediction." Journal of Agricultural, Biological, and Environmental Statistics (1997): 157-178.10/06/2015
Hughes, James P., Peter Guttorp, and Stephen P. Charles. "A non‐homogeneous hidden Markov model for precipitation occurrence." Journal of the Royal Statistical Society: Series C (Applied Statistics) 48.1 (1999): 15-30.10/01/2015
(Reimherr, M., O. Gromenko, and P. Kokoszka) Detection of Change in the Spatio-Temporal Mean Function. Journal of the Royal Statistical Society: Series B, Forthcoming.
09/24/2015
(Reimherr, M., O. Gromenko, and P. Kokoszka) Detection of Change in the Spatio-Temporal Mean Function. Journal of the Royal Statistical Society: Series B, Forthcoming.
09/17/2015
Benjamini, Yoav, and Ruth Heller. "False discovery rates for spatial signals." Journal of the American Statistical Association 102.480 (2007): 1272-1281.09/10/2015
Wikle, Christopher K., et al. "Spatiotemporal hierarchical Bayesian modeling tropical ocean surface winds." Journal of the American Statistical Association 96.454 (2001): 382-397.09/03/2015
Hodges, James S., and Brian J. Reich. "Adding spatially-correlated errors can mess up the fixed effect you love." The American Statistician 64.4 (2010): 325-334.08/27/2015
Sang, Huiyan, and Alan E. Gelfand. "Continuous spatial process models for spatial extreme values." Journal of agricultural, biological, and environmental statistics 15.1 (2010): 49-65.07/31/2015
Wikle, Christopher K. "Modern perspectives on statistics for spatio‐temporal data." Wiley Interdisciplinary Reviews: Computational Statistics 7.1 (2015): 86-98.07/24/2015