LASSO Auxiliary Variable Selection and Auxiliary Vector Diagnostics


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Documentation for package ‘auxvecLASSO’ version 0.2.0

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assess_aux_vector Assess Auxiliary vector Calibration and Diagnostics
estimate_mean_stats Estimate Survey-Weighted Means (Overall or By Domain)
fit_outcome Fit LASSO model for a single outcome with cross-validation
generate_population_totals Generate population totals for a calibration design matrix
print.assess_aux_vector Print Summary of Auxiliary Vector Assessment
print.select_auxiliary_variables_lasso_cv Print Summary of LASSO Auxiliary Variable Selection Object
select_auxiliary_variables_lasso_cv Select Auxiliary Variables via LASSO with Cross-Validation (Binary and Continuous Outcomes)