spconf-package: Computing Scales of Spatial Smoothing for Confounding...
In jpkeller/spconf: Computing Scales of Spatial Smoothing for Confounding Adjustment
spconf-package R Documentation
Computing Scales of Spatial Smoothing for Confounding Adjustment
Description
Computes the effective range of a smoothing matrix,
which is measure of the distance to which smoothing occurs.
This is motivated by the application of spatial splines for adjusting
for unmeasured spatial confounding in regression models, but the
calculation of effective range can be applied to smoothing
matrices in other contexts. For algorithmic details see
<https://doi.org/10.1111/rssa.12556>
jpkeller/spconf documentation built on March 11, 2024, 9:32 a.m.
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| spconf-package | R Documentation |
Computing Scales of Spatial Smoothing for Confounding Adjustment
Description
Computes the effective range of a smoothing matrix, which is measure of the distance to which smoothing occurs. This is motivated by the application of spatial splines for adjusting for unmeasured spatial confounding in regression models, but the calculation of effective range can be applied to smoothing matrices in other contexts. For algorithmic details see <https://doi.org/10.1111/rssa.12556>
R Package Documentation
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