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 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..." \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1371/journal.pone.0311440")} and Keller and Szpiro (2020) "Selecting a Scale for Spatial Confounding Adjustment" \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1111/rssa.12556")}.
Author(s)
Maintainer: Kayleigh Keller kayleigh.keller@colostate.edu
Authors:
Maddie Rainey maddie.rainey@colostate.edu
jpkeller/spconf documentation built on Oct. 20, 2024, 2 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 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..." \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1371/journal.pone.0311440")} and Keller and Szpiro (2020) "Selecting a Scale for Spatial Confounding Adjustment" \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1111/rssa.12556")}.
Author(s)
Maintainer: Kayleigh Keller kayleigh.keller@colostate.edu
Authors:
Maddie Rainey maddie.rainey@colostate.edu
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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