sp_scalewise

Evaluate mean and variance of the spatial process with bandwidth values
within a pre-specified range

Provides functions for coarse-to-fine spatial modeling (CFSM), enabling fast spatial prediction, regression, and uncertainty quantification. For further details, see Murakami et al. (2025) <doi:10.48550/arXiv.2510.00968>.

Daisuke Murakami

spCF

Coarse-to-Fine Spatial Modeling

Alexis Comber

Takahiro Yoshida

Narumasa Tsutsumida

Chris Brunsdon

Tomoki Nakaya

sp_scalewise function

<dl><dt>mod</dt>
<dd>Output object from the <code>cf_lm</code> function.</dd>
<dt>bw_range</dt>
<dd>Range of bandwidth values of the simulated spatial processes.
For example, if bw_range = c(10, 20), spatial processes with bandwidths
between 10 and 20 are synthesized and simulated. The default is c(0, Inf),
which synthesizes all scales.</dd></dl>

Arguments

Author

Extract scale-wise spatial processes — sp_scalewise

<dl>

<dt>mod</dt>
<dd>Output object from the <code>cf_lm</code> function.</dd>


<dt>bw_range</dt>
<dd>Range of bandwidth values of the simulated spatial processes.
For example, if bw_range = c(10, 20), spatial processes with bandwidths
between 10 and 20 are synthesized and simulated. The default is c(0, Inf),
which synthesizes all scales.</dd>

</dl>

sp_scalewise: Extract scale-wise spatial processes

Description

Usage

Value

Arguments

Author

See Also