{"id":"https://openalex.org/W4409155455","doi":"https://doi.org/10.1002/cjs.70005","title":"Reweighted penalized regression for convenience samples","display_name":"Reweighted penalized regression for convenience samples","publication_year":2025,"publication_date":"2025-04-03","ids":{"openalex":"https://openalex.org/W4409155455","doi":"https://doi.org/10.1002/cjs.70005"},"language":"en","primary_location":{"id":"doi:10.1002/cjs.70005","doi":"https://doi.org/10.1002/cjs.70005","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cjs.70005","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cjs.70005","source":{"id":"https://openalex.org/S4210224318","display_name":"Canadian Journal of Statistics","issn_l":"0319-5724","issn":["0319-5724","1708-945X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","norway-1","poland-70","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Canadian Journal of Statistics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cjs.70005","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089206158","display_name":"Zhuoran Zhang","orcid":"https://orcid.org/0009-0000-4420-4820","observed_orcids":["https://orcid.org/0009-0000-4420-4820"]},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhuoran Zhang","raw_affiliation_strings":["Department of Statistics University of California  Irvine California USA"],"raw_orcid":"https://orcid.org/0009-0000-4420-4820","affiliations":[{"raw_affiliation_string":"Department of Statistics University of California  Irvine California USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074291487","display_name":"O Morgan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivia Bernstein Morgan","raw_affiliation_strings":["Department of Statistics University of California  Irvine California USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics University of California  Irvine California USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066963436","display_name":"Daniel L. Gillen","orcid":"https://orcid.org/0000-0003-0200-1771","observed_orcids":["https://orcid.org/0000-0003-0200-1771"]},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel L. Gillen","raw_affiliation_strings":["Department of Statistics University of California  Irvine California USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics University of California  Irvine California USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106733559","display_name":"Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"for the Alzheimer's Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089206158"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":{"value":2970,"currency":"USD","value_usd":2970},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07494901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"53","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convenience-sampling","display_name":"convenience sampling","score":0.7490000128746033},{"id":"https://openalex.org/keywords/sampling-weights","display_name":"sampling weights","score":0.859000027179718},{"id":"https://openalex.org/keywords/high-dimensional-prediction","display_name":"high-dimensional prediction","score":0.6790000200271606},{"id":"https://openalex.org/keywords/asymptotic-properties","display_name":"asymptotic properties","score":0.9259999990463257},{"id":"https://openalex.org/keywords/analytical-solution","display_name":"analytical solution","score":0.8339999914169312},{"id":"https://openalex.org/keywords/ridge-regression","display_name":"ridge regression","score":0.3440000116825104}],"concepts":[{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5347375869750977},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4751581847667694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4370061159133911},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2660840153694153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/cjs.70005","doi":"https://doi.org/10.1002/cjs.70005","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cjs.70005","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cjs.70005","source":{"id":"https://openalex.org/S4210224318","display_name":"Canadian Journal of Statistics","issn_l":"0319-5724","issn":["0319-5724","1708-945X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","norway-1","poland-70","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Canadian Journal of Statistics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/cjs.70005","doi":"https://doi.org/10.1002/cjs.70005","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cjs.70005","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cjs.70005","source":{"id":"https://openalex.org/S4210224318","display_name":"Canadian Journal of Statistics","issn_l":"0319-5724","issn":["0319-5724","1708-945X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","norway-1","poland-70","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Canadian Journal of Statistics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G104586243","display_name":null,"funder_award_id":"U01-AG-024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1298807586","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G1458362881","display_name":null,"funder_award_id":"P30\u2010AG066519","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1554142629","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G1593117279","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G1650819308","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G1880935189","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G1999068260","display_name":"Alzheimer's Disease Neuroimaging Initiative","funder_award_id":"3u01ag024904-10s2","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2100670906","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G2105457377","display_name":null,"funder_award_id":"W81XWH-12-2\u20130012","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2142974134","display_name":null,"funder_award_id":"AG066519","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2152643862","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G2189010064","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G2340207221","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G2423387114","display_name":null,"funder_award_id":"W81XWH-12-2\u20130012","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G2471646051","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G2522063444","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G2835601961","display_name":null,"funder_award_id":"U01AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G29951154","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G3131374986","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3146424788","display_name":null,"funder_award_id":"AG 024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G3216574877","display_name":null,"funder_award_id":"W81XWH-12-2-","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G3553156159","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3710456697","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G3752451908","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G3870774570","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G3908963977","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G3990299635","display_name":null,"funder_award_id":"NIH/NIA P30 AG066519","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G4000041396","display_name":null,"funder_award_id":"NIH/NIA R01 AG075107","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G4119534169","display_name":null,"funder_award_id":"W81XWH","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G43180419","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G4475667458","display_name":null,"funder_award_id":"W81XWH-12-2-","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4501223628","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G4800177743","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G5207404921","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G5209990037","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G528601746","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G5365730499","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320308668","funder_display_name":"University of Southern California"},{"id":"https://openalex.org/G5381939979","display_name":"EFFECTS OF TRAUMATIC BRAIN INJURY (TBI) AND POST TRAUMATIC STRESS DISORDER (PTSD) ON ALZHEIMER'S DISEASE (AD) IN VETERANS USING IMAGING AND BIOMARKERS IN THE AD NEUROIMAGING INITIATIVE (ADNI)\"","funder_award_id":"W81XWH1220012","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G5654639750","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G5740349702","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G5850682332","display_name":null,"funder_award_id":"W81XWH","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G613619302","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G6169311771","display_name":null,"funder_award_id":"NIA P30 AG066519","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G6173816828","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G6210868510","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6371410416","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6412110892","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G6447063303","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G6719828067","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G6792506723","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G6899163935","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G72415811","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G7298697282","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G764699806","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7799614282","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G781725486","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G8228018387","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G8281378126","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G839208290","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G8852128998","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G8895907669","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G8897063270","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320308668","funder_display_name":"University of Southern California"},{"id":"https://openalex.org/G8957659042","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G9000039018","display_name":null,"funder_award_id":"U01-AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000112075","display_name":null,"funder_award_id":"P30 AG066519","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000122335","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000134521","display_name":null,"funder_award_id":"AG066519","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320306219","display_name":"Alzheimer's Association","ror":"https://ror.org/0375f4d26"},{"id":"https://openalex.org/F4320307115","display_name":"Bristol-Myers Squibb","ror":"https://ror.org/00gtmwv55"},{"id":"https://openalex.org/F4320307758","display_name":"Eli Lilly and Company","ror":"https://ror.org/01qat3289"},{"id":"https://openalex.org/F4320307765","display_name":"Pfizer","ror":"https://ror.org/01xdqrp08"},{"id":"https://openalex.org/F4320308604","display_name":"Biogen","ror":"https://ror.org/02jqkb192"},{"id":"https://openalex.org/F4320308668","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60"},{"id":"https://openalex.org/F4320309470","display_name":"Meso Scale Diagnostics","ror":"https://ror.org/05jgy0m16"},{"id":"https://openalex.org/F4320309697","display_name":"Alzheimer's Disease Neuroimaging Initiative","ror":"https://ror.org/01j20wc74"},{"id":"https://openalex.org/F4320310045","display_name":"BioClinica","ror":"https://ror.org/03t95yr58"},{"id":"https://openalex.org/F4320310388","display_name":"Novartis Pharmaceuticals Corporation","ror":"https://ror.org/028fhxy95"},{"id":"https://openalex.org/F4320311551","display_name":"Northern California Institute for Research and Education","ror":"https://ror.org/05p48p517"},{"id":"https://openalex.org/F4320322148","display_name":"Eisai","ror":"https://ror.org/04vvh7p27"},{"id":"https://openalex.org/F4320327235","display_name":"Servier","ror":"https://ror.org/034e7c066"},{"id":"https://openalex.org/F4320327918","display_name":"H. Lundbeck A/S","ror":"https://ror.org/0564cd633"},{"id":"https://openalex.org/F4320329118","display_name":"IXICO","ror":"https://ror.org/00paezp73"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332193","display_name":"Genentech","ror":"https://ror.org/04gndp242"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409155455.pdf","grobid_xml":"https://content.openalex.org/works/W4409155455.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1918432791","https://openalex.org/W1989898472","https://openalex.org/W2003919893","https://openalex.org/W2008599619","https://openalex.org/W2047028564","https://openalex.org/W2052400833","https://openalex.org/W2088517771","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2140514146","https://openalex.org/W2149814254","https://openalex.org/W2158754421","https://openalex.org/W3154422171","https://openalex.org/W4220808619","https://openalex.org/W4233471163","https://openalex.org/W4234698323"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"Modern":[1],"epidemiological":[2],"studies":[3],"are":[4,27],"often":[5,20],"characterized":[6],"by":[7],"extensive":[8],"data":[9],"collection,":[10],"which":[11],"facilitates":[12],"building":[13],"high\u2010dimensional":[14],"predictive":[15],"models.":[16],"With":[17],"large":[18],"samples":[19],"conveniently":[21],"sampled,":[22],"weighted":[23,41,63],"penalized":[24],"regression":[25,43,65],"models":[26,44],"commonly":[28],"applied":[29],"to":[30,127],"provide":[31,92],"improved":[32],"prediction.":[33],"In":[34],"this":[35],"article,":[36],"we":[37,116],"empirically":[38],"show":[39],"that":[40,69],"ridge":[42,64],"may":[45],"yield":[46],"suboptimal":[47],"results":[48],"because":[49],"of":[50,53,74,86,102,120,130],"the":[51,56,72,78,83,87,100,103,109,118,128],"lack":[52],"flexibility":[54],"in":[55,77],"penalty":[57,79],"structure.":[58,80],"We":[59,81,98],"propose":[60],"a":[61,93],"generalized":[62],"(GWRR)":[66],"estimation":[67],"procedure":[68],"allows":[70],"for":[71],"adjustment":[73],"sampling":[75],"weights":[76],"derive":[82],"asymptotic":[84,110],"properties":[85],"proposed":[88,104,122],"GWRR":[89,105],"estimator":[90,106,123],"and":[91,107],"computationally":[94],"efficient":[95],"closed\u2010form":[96],"solution.":[97],"demonstrate":[99],"performance":[101],"justify":[108],"variance":[111],"via":[112],"simulation":[113],"studies.":[114],"Finally,":[115],"illustrate":[117],"utility":[119],"our":[121],"through":[124],"an":[125],"application":[126],"prediction":[129],"mini\u2010mental":[131],"state":[132],"examination":[133],"(MMSE)":[134],"scores.":[135]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
