spselect: Selecting Spatial Scale of Covariates in Regression Models

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Fits spatial scale (SS) forward stepwise regression, SS incremental forward stagewise regression, SS least angle regression (LARS), and SS lasso models. All area-level covariates are considered at all available scales to enter a model, but the SS algorithms are constrained to select each area-level covariate at a single spatial scale.

Author
Lauren Grant, David Wheeler
Date of publication
2016-08-29 18:53:24
Maintainer
Lauren Grant <pacele@vcu.edu>
License
GPL (>= 2)
Version
0.0.1

View on CRAN

Man pages

lars.ss
Spatial scale least angle regression (LARS)
lasso.ss
Spatial scale lasso
spselect-package
Selecting spatial scale of area-level covariates in...
stagewise.ss
Spatial scale incremental forward stagewise regression
stepwise.ss
Spatial scale forward stepwise regression
X
Input data X
X.3D
Input data X.3D
y
Response data y

Files in this package

spselect
spselect/NAMESPACE
spselect/data
spselect/data/X.rda
spselect/data/y.rda
spselect/data/X.3D.rda
spselect/R
spselect/R/stepwise.ss.R
spselect/R/stagewise.ss.R
spselect/R/spselect_helpers.R
spselect/R/lasso.ss.R
spselect/R/lars.ss.R
spselect/MD5
spselect/DESCRIPTION
spselect/man
spselect/man/stepwise.ss.Rd
spselect/man/lars.ss.Rd
spselect/man/spselect-package.Rd
spselect/man/y.Rd
spselect/man/X.3D.Rd
spselect/man/lasso.ss.Rd
spselect/man/X.Rd
spselect/man/stagewise.ss.Rd