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Deterministic method has an improbability and the prediction surfaces were appraised by cross validation.
Although maps of these indices exist, availability of new data and modifications to underlying models makes a refit of these prediction surfaces desirable.
Though not visible in Figures 2, 3, 4, 5 and 6, regional covariate effects resulted in small spatial discontinuities at regional boundaries in monthly prediction surfaces.
All data were used in generalized additive statistical models (Yanosky et al. 2008) with smoothing terms of space and time to create separate PM prediction surfaces for each month.
All PM data and GIS data were used in generalized additive statistical models (Yanosky et al. 2008b) with smooth terms of space and time to create separate PM prediction surfaces for each month.
The prediction surfaces followed a similar spatial pattern of high concentrations in the downtown and around the major highways, with lower concentrations in the northeast of the city, where there is a zoo and relatively little human habitation or traffic.
Similar(53)
This process selects variables in a forward-stepwise procedure and produces multiple local models that predict the response variable as a prediction surface or curve.
This change necessitates a refit of the prediction surface as it is important that the surface and the models used to apply its predictions remain compatible.
It is important that a prediction surface is given with its respective uncertainty surface.
Based on the semivariogram, I computed a prediction surface of the variation in the number of trial holes per fruit within Yakushima Island.
We introduce a statistical model that treats AOD as proxy data for PM2.5, estimating a PM2.5 prediction surface that reflects both the PM2.5 and AOD data.
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