LASSO Auxiliary Variable Selection and Auxiliary Vector Diagnostics
Assess Auxiliary vector Calibration and Diagnostics
auxvecLASSO: LASSO Auxiliary Variable Selection and Auxiliary Vector D...
Estimate Survey-Weighted Means (Overall or By Domain)
Fit LASSO model for a single outcome with cross-validation
Generate population totals for a calibration design matrix
Print Summary of Auxiliary Vector Assessment
Print Summary of LASSO Auxiliary Variable Selection Object
Select Auxiliary Variables via LASSO with Cross-Validation (Binary and...
Provides 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. For more details see Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x> and Caughrey and Hartman (2017) <doi:10.2139/ssrn.3494436>.
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