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- Best, N. G., et al. Spatial modelling of COVID-19 incidence using a Bayesian non-homogeneous Poisson process. Royal Society Open Science 7, 200933 (2020).
- Diggle, P. J. A. Statistical analysis of spatial point patterns. Journal of the Royal Statistical Society: Series C (Applied Statistics in Society) 48,259-278 (1999).
- Illian,J. B., et al.Hierarchical head/foot models and randomisation tests for space-time disease mapping.Statistical Methods in Medical Research 20,389-407 (2011).
- Kelsall, J. R., et al. Bayesian space-time modelling of disease incidence using disease mapping. Statistical Methods in medical Research 14, 439-458 (2005).
- Law, K. S., et al. A Bayesian spatio-temporal model for the detection of clusters of disease. Statistics in Medicine 22, 3389-3408 (2003).
- rao, S. S.M., & Molina, E. J. Spatial Statistics and Computational Methods. (CRC Press, 2010).
- Waller, L. A., & Gotway, C. A. Applied Spatial Statistics for Public Health. (Wiley, 2004).
- Besag, J. Spatial statistics and Bayesian computation. Applied Statistics 35, 159-168 (1986).
- Cressie, N. Statistics for Spatial Data.(Wiley, 1993).
- Gelfand, A. E., & Smith, A. F. M. Bayesian spatial modelling with applications to environmental monitoring. Journal of the Royal Statistical Society: Series B (Methodological) 61, 201-234 (1999).
- Banerjee, S., Carlin, B. P., & Gelfand, A. E. Hierarchical Modelling and Analysis for Spatial Data. (CRC Press, 2004).
- Lindgren, F., & Rue, H. Gaussian Markov random field modelling of spatial variation. biometrika 93, 331-347 (2006).
- Rue, H.,& Held,L. Gaussian markov Random Fields: Theory and Applications.(CRC Press, 2005).
- Blangiardo, G., & Rue, H. Spatial smoothing by conditional autoregression. Statistical Methods 3, 287-306 (2006).
- Held, L.,& Rue,H. Generalized Linear Models for Spatial Data: Numerical Methods and Computation. (CRC Press, 2010).
- Knorr-Held, L. Bayesian hierarchical modelling for spatial epidemiology. Statistical Methods in medical Research 16, 387-402 (2007).
- Fahrmeir, L., et al. Multilevel Modelling in Ecology and Evolution. (Springer, 2013).
- Gelman, A., et al. Bayesian data Analysis. (CRC Press, 2013).
- Carlin, J. P., & Louis, T. A. Bayesian and Frequentist Regression Analysis. (Chapman & Hall/CRC, 2009).
- Plummer,M. *Doing Bayesian Data Analysis: A Tutorial with R