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Symulacja przestrzenna metodą Monte Carlo×Przestrzenne wnioskowanie bayesowskie×
DziedzinaStatystyka bayesowskaStatystyka bayesowska
RodzinaBayesian methodsBayesian methods
Rok powstania1970s–1980s1991
TwórcaB. D. Ripley and the spatial statistics traditionBesag, York & Mollie (CAR prior, 1991); Gelfand & colleagues (Bayesian geostatistics, 1990s)
Typcomputational simulationBayesian hierarchical spatial model
Źródło pierwotneRipley, B. D. (1987). Stochastic Simulation. John Wiley & Sons. ISBN: 978-0471818847Banerjee, S., Carlin, B. P. & Gelfand, A. E. (2015). Hierarchical Modeling and Analysis for Spatial Data (2nd ed.). CRC Press. ISBN: 978-1439819173
Inne nazwyspatial MC simulation, Monte Carlo spatial analysis, stochastic spatial simulation, spatial stochastic simulationBayesian spatial analysis, Bayesian geostatistics, spatial Bayesian modeling, Bayesian areal modeling
Pokrewne42
PodsumowanieSpatial Monte Carlo simulation applies random sampling methods to spatial problems, generating many stochastic realisations of a spatial process — such as a random field, point pattern, or network — to estimate distributional properties, propagate uncertainty, or test spatial hypotheses. It is a cornerstone technique in geostatistics, spatial epidemiology, ecology, and environmental modelling.Spatial Bayesian inference applies Bayesian hierarchical modeling to data indexed by geographic location. By placing structured spatial priors on location-specific random effects, the model borrows information from neighboring regions or nearby points, producing smooth, uncertainty-quantified maps of any spatially varying outcome — disease rates, pollution levels, species abundance, or environmental risk.
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  3. PUBLISHED

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ScholarGatePorównaj metody: Spatial Monte Carlo Simulation · Spatial Bayesian Inference. Pobrano 2026-06-15 z https://scholargate.app/pl/compare