@misc{Horabik-Pyzel_Joanna_Bayesian_2007, author={Horabik-Pyzel, Joanna and Nahorski, Zbigniew (1945– )}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Raport Badawczy = Research Report}, howpublished={online}, year={2007}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={This paper aims to contribute to comparing gridded inventories of atmospheric emissions with different resolution. A hierarchical Bayesian model with high resolution emission assessments treated as dependent variable, and spatially explicit activity data treated as covariates is proposed. The results of the example suggest excluding from further analysis two initially considered covariates, and indicate existence of another spatially correlated factor. The point of the contribution is that including spacial scale helps to improve emission inventories.}, title={Bayesian Spatial Model for Analysis of Emission Inventory Data}, type={Text}, URL={http://rcin.org.pl/Content/109532/PDF/RB-2007-51.pdf}, keywords={Conditional autoregressive model, Warunkowy model autoregresyjny, Emission data, Dane o emisji, Hierarchical bayes, Bayes hierarchiczny, Spatial emissions, Emisje przestrzenne}, }