jpkeller/spconf: Computing Scales of Spatial Smoothing for Confounding Adjustment

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 of one version see Keller and Szpiro (2020) "Selecting a Scale for Spatial Confounding Adjustment" <https://doi.org/10.1111/rssa.12556>.

Getting started

Package details

Maintainer
LicenseGPL-3 | file LICENSE
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("jpkeller/spconf")
jpkeller/spconf documentation built on March 11, 2024, 9:32 a.m.