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auxvecLASSO

The goal of auxvecLASSO is to provide tools for assessing and selecting auxiliary variables using LASSO. The package includes functions for variable selection and diagnostics, facilitating survey calibration analysis with emphasis on robust auxiliary vector selection.

Installation

You can install the development version of auxvecLASSO from GitHub with:

# install.packages("pak")
pak::pak("gustafanderssons/auxvecLASSO-R-Package")

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Install

install.packages('auxvecLASSO')

Monthly Downloads

273

Version

0.2.0

License

MIT + file LICENSE

Issues

1

Pull Requests

0

Stars

0

Forks

0

Maintainer

Gustaf Andersson

Last Published

August 28th, 2025

Functions in auxvecLASSO (0.2.0)

print.select_auxiliary_variables_lasso_cv

Print Summary of LASSO Auxiliary Variable Selection Object
generate_population_totals

Generate population totals for a calibration design matrix
estimate_mean_stats

Estimate Survey-Weighted Means (Overall or By Domain)
fit_outcome

Fit LASSO model for a single outcome with cross-validation
print.assess_aux_vector

Print Summary of Auxiliary Vector Assessment
select_auxiliary_variables_lasso_cv

Select Auxiliary Variables via LASSO with Cross-Validation (Binary and Continuous Outcomes)
assess_aux_vector

Assess Auxiliary vector Calibration and Diagnostics
auxvecLASSO-package

auxvecLASSO: LASSO Auxiliary Variable Selection and Auxiliary Vector Diagnostics