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spselect (version 0.0.1)

Selecting Spatial Scale of Covariates in Regression Models

Description

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.

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Version

Install

install.packages('spselect')

Monthly Downloads

163

Version

0.0.1

License

GPL (>= 2)

Maintainer

Lauren Grant

Last Published

August 29th, 2016

Functions in spselect (0.0.1)

stagewise.ss

Spatial scale incremental forward stagewise regression
spselect-package

Selecting spatial scale of area-level covariates in regression models
lars.ss

Spatial scale least angle regression (LARS)
lasso.ss

Spatial scale lasso
y

Response data y
X

Input data X
stepwise.ss

Spatial scale forward stepwise regression
X.3D

Input data X.3D