{"id":"https://openalex.org/W4360979472","doi":"https://doi.org/10.1007/s00180-023-01342-8","title":"Predictive stability criteria for penalty selection in linear models","display_name":"Predictive stability criteria for penalty selection in linear models","publication_year":2023,"publication_date":"2023-03-16","ids":{"openalex":"https://openalex.org/W4360979472","doi":"https://doi.org/10.1007/s00180-023-01342-8"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-023-01342-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-023-01342-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-023-01342-8.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00180-023-01342-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080987467","display_name":"Dean Dustin","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dean Dustin","raw_affiliation_strings":["Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060291820","display_name":"Bertrand Clarke","orcid":"https://orcid.org/0000-0001-5793-7265"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bertrand Clarke","raw_affiliation_strings":["Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA"],"raw_orcid":"https://orcid.org/0000-0001-5793-7265","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052248018","display_name":"Jennifer Clarke","orcid":"https://orcid.org/0000-0002-8054-7342"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Clarke","raw_affiliation_strings":["Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Nebraska, Lincoln, 340 Hardin Hall North, PO Box 830963, Lincoln, NE, 68583-0963, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080987467"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.6586,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69048608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"39","issue":"3","first_page":"1241","last_page":"1280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9979000091552734,"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":0.9979000091552734,"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/T11236","display_name":"Control Systems and Identification","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/penalty-method","display_name":"Penalty method","score":0.7749629616737366},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6485728621482849},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.6480018496513367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5958386659622192},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5626048445701599},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5438868999481201},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5075415372848511},{"id":"https://openalex.org/keywords/shrinkage","display_name":"Shrinkage","score":0.4920026957988739},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.4707126021385193},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.317817747592926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22385123372077942},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.216867595911026},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.17607799172401428}],"concepts":[{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.7749629616737366},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6485728621482849},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.6480018496513367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958386659622192},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5626048445701599},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5438868999481201},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5075415372848511},{"id":"https://openalex.org/C180145272","wikidata":"https://www.wikidata.org/wiki/Q7504144","display_name":"Shrinkage","level":2,"score":0.4920026957988739},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.4707126021385193},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.317817747592926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22385123372077942},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.216867595911026},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.17607799172401428},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-023-01342-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-023-01342-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-023-01342-8.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:compst:v:39:y:2024:i:3:d:10.1007_s00180-023-01342-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-023-01342-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s00180-023-01342-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00180-023-01342-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00180-023-01342-8.pdf","source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310264","display_name":"University of Nebraska-Lincoln","ror":"https://ror.org/043mer456"},{"id":"https://openalex.org/F4320333081","display_name":"Institute of Agriculture and Natural Resources","ror":null},{"id":"https://openalex.org/F4320337693","display_name":"Agricultural Research Division, Institute of Agriculture and Natural Resources","ror":"https://ror.org/043mer456"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4360979472.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1965125844","https://openalex.org/W1986042756","https://openalex.org/W1995674377","https://openalex.org/W2020925091","https://openalex.org/W2022004743","https://openalex.org/W2037366835","https://openalex.org/W2055413724","https://openalex.org/W2074682976","https://openalex.org/W2075490785","https://openalex.org/W2102635079","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2147534083","https://openalex.org/W2506156813","https://openalex.org/W2751319259","https://openalex.org/W2995103896","https://openalex.org/W3098306969","https://openalex.org/W3102310197","https://openalex.org/W3103645229","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W2391958761","https://openalex.org/W2765453142","https://openalex.org/W2356780078","https://openalex.org/W2356008845","https://openalex.org/W255134961","https://openalex.org/W2348314720","https://openalex.org/W2243547089","https://openalex.org/W2316482937","https://openalex.org/W2253986335","https://openalex.org/W2979071418"],"abstract_inverted_index":{"Abstract":[0],"Choosing":[1],"a":[2,10,13,21,28,33,42,52,79,95,99,105,113,121,141,185],"shrinkage":[3,53,66,81],"method":[4,54,64,82,154],"can":[5,83,195],"be":[6,84,196],"done":[7],"by":[8,19],"selecting":[9],"penalty":[11,22,96,123,138,145,189],"from":[12,55],"list":[14,29],"of":[15,30,35],"pre-specified":[16],"penalties":[17,31,131,171],"or":[18],"constructing":[20],"based":[23,46,107],"on":[24,47,108],"the":[25,56,90,136,165],"data.":[26],"If":[27,89],"for":[32,98,170],"class":[34],"linear":[36],"models":[37],"is":[38,92,147,179],"given,":[39],"we":[40,103],"introduce":[41],"predictive":[43,63,114],"stability":[44],"criterion":[45],"data":[48,201],"perturbation":[49],"to":[50,86,93,140,150,162,183,199,206],"select":[51],"list.":[57],"Simulation":[58],"studies":[59],"show":[60],"that":[61,68,164,172],"our":[62,153,193],"identifies":[65],"methods":[67],"usually":[69],"agree":[70],"with":[71],"existing":[72],"literature":[73],"and":[74,132,177,203],"help":[75],"explain":[76],"heuristically":[77],"when":[78],"given":[80,100],"expected":[85],"perform":[87],"well.":[88],"preference":[91],"construct":[94],"customized":[97],"problem,":[101],"then":[102],"propose":[104],"technique":[106],"genetic":[109],"algorithms,":[110],"again":[111],"using":[112],"criterion.":[115],"We":[116],"find":[117],"that,":[118],"in":[119,188],"general,":[120],"custom":[122,137],"never":[124],"performs":[125],"worse":[126],"than":[127],"any":[128],"commonly":[129],"used":[130],"there":[133],"are":[134],"cases":[135],"reduces":[139],"recognizable":[142],"penalty.":[143],"Since":[144],"selection":[146],"mathematically":[148],"equivalent":[149],"prior":[151],"selection,":[152],"also":[155],"constructs":[156],"priors.":[157],"Our":[158],"methodology":[159],"allows":[160],"us":[161,205],"observe":[163],"oracle":[166],"property":[167],"typically":[168],"holds":[169],"satisfy":[173],"basic":[174],"regularity":[175],"conditions":[176],"therefore":[178],"not":[180],"restrictive":[181],"enough":[182],"play":[184],"direct":[186],"role":[187],"selection.":[190],"In":[191],"addition,":[192],"methodology,":[194],"immediately":[197],"applied":[198],"real":[200],"problems,":[202],"permits":[204],"take":[207],"model":[208],"mis-specification":[209],"into":[210],"account.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}