Lasso–Ridge Refitting: A Two-Stage Estimator for High-Dimensional Linear Regression

This work introduces a novel Lasso–Ridge method. Theoretical results and simulations are provided. This version is not fully polished and may be revised in the future. A more complete version will be prepared for journal submission.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-22
DOI
https://doi.org/10.5281/zenodo.16923289
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
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article

Lasso–Ridge Refitting: A Two-Stage Estimator for High-Dimensional Linear Regression

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Lasso–Ridge Refitting: A Two-Stage Estimator for High-Dimensional Linear Regression

article en

Abstract

This work introduces a novel Lasso–Ridge method. Theoretical results and simulations are provided. This version is not fully polished and may be revised in the future. A more complete version will be prepared for journal submission.

Zenodo (CERN European Organization for Nuclear Research)
Waseda University (JP)
Climate action
Openalex Percentile: Top 70%
Geochemistry and Geologic Mapping
DOIOpen Access PDFOpenAlex
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Lasso–Ridge Refitting: A Two-Stage Estimator for High-Dimensional Linear Regression · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS