{"doi":"10.18637/jss.v110.i06","title":"<b>sparsegl</b>: An <i>R</i> Package for Estimating Sparse Group Lasso","abstract":"The sparse group lasso is a high-dimensional regression technique that is useful for problems whose predictors have a naturally grouped structure and where sparsity is encouraged at both the group and individual predictor level. In this paper we discuss a new R package for computing such regularized models. The intention is to provide highly optimized solution routines enabling analysis of very large datasets, especially in the context of sparse design matrices.","journal":"Journal of Statistical Software","year":2024,"id":438962,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":10,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9485,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2024-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":22289,"name":"Aaron J. Cohen","orcid":null,"position":1,"is_corresponding":false},{"id":677929,"name":"Anibal Sólon Heinsfeld","orcid":"0000-0002-2050-0614","position":2,"is_corresponding":false},{"id":64562,"name":"Franco Pestilli","orcid":"0000-0002-2469-0494","position":3,"is_corresponding":false},{"id":724226,"name":"Daniel J. McDonald","orcid":"0000-0002-0443-4282","position":4,"is_corresponding":false},{"id":770145,"name":"Xiaoxuan Liang","orcid":"0000-0002-8325-1627","position":0,"is_corresponding":true}],"reference_count":40,"raw_metadata":null,"created_at":"2026-07-19T02:00:43.618468Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}