<p>The most appropriate spatial scale for fitting dataset <b>X4</b> is at the grid 20×20 using the MATERN2D model or the grid 25×25 using the IGMRF model. For datasets <b>X5</b> and <b>X6</b>, the IID, IGMRF and MATERN2D models perform well at most spatial scales.</p
The appropriate spatial scale for a distributed energy balance model was investigated by: (a) determ...
I investigate, using the R package spaMM, the effect of misspecification of the smoothing parameter,...
Appropriate spatial scales of dominant variables are determined and integrated into an appropriate m...
<p>The most appropriate spatial scale for fitting dataset <b>X4</b> is at the grid 20×20 using the M...
<p>The RW2D model fitted at small grid cell sizes appears to be a reasonable choice for dataset <b>X...
<p>The dataset should be fitted at the grid 30×30 using the MATERN2D prior for spatial smoothing.</p
<p>The RW2D model fitted at small grid cell sizes appears to be a reasonable choice for dataset <b>X...
<p>The estimated precision parameters of the MATERN2D model at various spatial scales for dataset X4...
<p>Summary of results for fitting the four models at various spatial scales for various spatial patt...
<p>Parameter estimates of habitat and topographic variables measured at the management (1 km radius)...
<p>Top left: logarithmic overlay of the real price distribution over the real Kyoto pattern in a gri...
<p>The predictors are shallow water area (SW), coastline length (CL), habitat diversity based on are...
<p>Lower DIC values indicate a better model fit. Variable abbreviations correspond to metrics as fol...
<p>Ranges of fitted exponential semivariogram models from simulation (<i>sim</i>), 5 m resolution re...
The correct specification of spatial models, and especially the choice of the spatial weights matrix...
The appropriate spatial scale for a distributed energy balance model was investigated by: (a) determ...
I investigate, using the R package spaMM, the effect of misspecification of the smoothing parameter,...
Appropriate spatial scales of dominant variables are determined and integrated into an appropriate m...
<p>The most appropriate spatial scale for fitting dataset <b>X4</b> is at the grid 20×20 using the M...
<p>The RW2D model fitted at small grid cell sizes appears to be a reasonable choice for dataset <b>X...
<p>The dataset should be fitted at the grid 30×30 using the MATERN2D prior for spatial smoothing.</p
<p>The RW2D model fitted at small grid cell sizes appears to be a reasonable choice for dataset <b>X...
<p>The estimated precision parameters of the MATERN2D model at various spatial scales for dataset X4...
<p>Summary of results for fitting the four models at various spatial scales for various spatial patt...
<p>Parameter estimates of habitat and topographic variables measured at the management (1 km radius)...
<p>Top left: logarithmic overlay of the real price distribution over the real Kyoto pattern in a gri...
<p>The predictors are shallow water area (SW), coastline length (CL), habitat diversity based on are...
<p>Lower DIC values indicate a better model fit. Variable abbreviations correspond to metrics as fol...
<p>Ranges of fitted exponential semivariogram models from simulation (<i>sim</i>), 5 m resolution re...
The correct specification of spatial models, and especially the choice of the spatial weights matrix...
The appropriate spatial scale for a distributed energy balance model was investigated by: (a) determ...
I investigate, using the R package spaMM, the effect of misspecification of the smoothing parameter,...
Appropriate spatial scales of dominant variables are determined and integrated into an appropriate m...
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