Poisson kriging: A closer investigation

Bellier, 2010, Geostatistical modelling of wildlife populations: a non-stationary hierarchical model for count data, 1 Brännäs, 1994, Time series count data regression, Commun. Stat.–Theory Methods, 23, 2907, 10.1080/03610929408831424 Cameron, 1998 Christensen, 2002, Bayesian prediction of spatial count data using generalized linear mixed models, Biometrics, 58, 280, 10.1111/j.0006-341X.2002.00280.x Christensen, 2011, Filtered kriging for spatial data with heterogeneous measurement error variances, Biometrics, 67, 947, 10.1111/j.1541-0420.2011.01563.x Cressie, 1993 Davis, 2000, On autocorrelation in a Poisson regression model, Biometrika, 87, 491, 10.1093/biomet/87.3.491 Davis, 1999, Modeling time series of count data, 63 De Oliveira, 2013, Hierarchical poisson models for spatial count data, J. Multivariate Anal., 122, 393, 10.1016/j.jmva.2013.08.015 Diggle, 1998, Model-based geostatistics (with discussion), Appl. Stat., 47, 299 Gotway, 1997, A generalized linear model approach to spatial data analysis and prediction, J. Agric. Biol. Environ. Stat., 2, 157, 10.2307/1400401 Goovaerts, 2005, Geostatistical analysis of disease data: estimation of cancer mortality risk from empirical frequencies using poisson kriging, Int. J. Health Geographics, 4, 31, 10.1186/1476-072X-4-31 Goovaerts, 2006, Geostatistical analysis of disease data: accounting for spatial support and population density in the isopleth mapping of cancer mortality risk using area-to-point poisson kriging, Int. J. Health Geographics, 5, 52, 10.1186/1476-072X-5-52 Gourieroux, 1984, Pseudo maximum likelihood methods: applications to poisson models, Econometrica, 52, 701, 10.2307/1913472 Guillot, 2009, Spatial prediction of weed intensities from exact count data and image-based estimates, J. R. Stat. Soc. Ser. C, 58, 525, 10.1111/j.1467-9876.2009.00664.x Krivoruchko, 2011, Multivariate areal interpolation for continuous and count data, Procedia Environ. Sci., 3, 14, 10.1016/j.proenv.2011.02.004 Krivoruchko, 2011, Interpolation of data collected in polygons, Proc. J. Stat. Meet. 2011, 1914 Matheron, 1989, vol. 1, 21 McShane, 1997, A latent process regression model for spatially correlated count data, Biometrics, 53, 698, 10.2307/2533969 Monestiez, 2006, Geostatistical modelling of spatial distribution of balaenoptera physalus in the northwestern mediterranean sea from sparse count data and heterogeneous, Ecol. Model., 193, 615, 10.1016/j.ecolmodel.2005.08.042 Royle, 2005, Efficient statistical mapping of avian count data, Ecol. Environ. Statist., 12, 225, 10.1007/s10651-005-1043-4 Stein, 1999 Zeger, 1988, A regression model for time series of counts, Biometrika, 75, 621, 10.1093/biomet/75.4.621