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spconf  

Computing Scales of Spatial Smoothing for Confounding Adjustment
View on CRAN: Click here


Download and install spconf package within the R console
Install from CRAN:
install.packages("spconf")

Install from Github:
library("remotes")
install_github("cran/spconf")

Install by package version:
library("remotes")
install_version("spconf", "1.0.1")



Attach the package and use:
library("spconf")
Maintained by
Kayleigh Keller
[Scholar Profile | Author Map]
First Published: 2024-11-03
Latest Update: 2024-11-03
Description:
Computes the effective range of a smoothing matrix, which is a 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 Rainey and Keller (2024) "spconfShiny: an R Shiny application..." <doi:10.1371/journal.pone.0311440> and Keller and Szpiro (2020) "Selecting a Scale for Spatial Confounding Adjustment" <doi:10.1111/rssa.12556>.
How to cite:
Kayleigh Keller (2024). spconf: Computing Scales of Spatial Smoothing for Confounding Adjustment. R package version 1.0.1, https://cran.r-project.org/web/packages/spconf. Accessed 21 Feb. 2025.
Previous versions and publish date:
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Complete documentation for spconf
Functions, R codes and Examples using the spconf R package
Full spconf package functions and examples
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