{"id":"https://openalex.org/W2519345513","doi":"https://doi.org/10.1080/00401706.2016.1234979","title":"Effective Design-Based Model Selection for Definitive Screening Designs","display_name":"Effective Design-Based Model Selection for Definitive Screening Designs","publication_year":2016,"publication_date":"2016-09-16","ids":{"openalex":"https://openalex.org/W2519345513","doi":"https://doi.org/10.1080/00401706.2016.1234979","mag":"2519345513"},"language":"en","primary_location":{"id":"doi:10.1080/00401706.2016.1234979","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2016.1234979","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Effective_Design-Based_Model_Selection_for_Definitive_Screening_Designs/3837795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061028850","display_name":"Bradley Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bradley Jones","raw_affiliation_strings":["SAS, Cary, North Carolina"],"affiliations":[{"raw_affiliation_string":"SAS, Cary, North Carolina","institution_ids":["https://openalex.org/I122754148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013357932","display_name":"Christopher J. Nachtsheim","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher J. Nachtsheim","raw_affiliation_strings":["Carlson School of Management, University of Minnesota, Minneapolis, Minnesota"],"affiliations":[{"raw_affiliation_string":"Carlson School of Management, University of Minnesota, Minneapolis, Minnesota","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061028850"],"corresponding_institution_ids":["https://openalex.org/I122754148"],"apc_list":null,"apc_paid":null,"fwci":6.3378,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.96416903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"59","issue":"3","first_page":"319","last_page":"329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9921000003814697,"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/selection","display_name":"Selection (genetic algorithm)","score":0.6366847157478333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5442249774932861},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.531667947769165},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5088439583778381},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.46858543157577515},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4579417407512665},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.44820430874824524},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4216836988925934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36026790738105774},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3458089232444763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2744147777557373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2619234323501587}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6366847157478333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5442249774932861},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.531667947769165},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5088439583778381},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.46858543157577515},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4579417407512665},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.44820430874824524},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4216836988925934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36026790738105774},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3458089232444763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2744147777557373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2619234323501587},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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":3,"locations":[{"id":"doi:10.1080/00401706.2016.1234979","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2016.1234979","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/3837795","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Effective_Design-Based_Model_Selection_for_Definitive_Screening_Designs/3837795","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.6084/m9.figshare.3837795.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.3837795.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/3837795","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Effective_Design-Based_Model_Selection_for_Definitive_Screening_Designs/3837795","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W57284523","https://openalex.org/W108082997","https://openalex.org/W110352645","https://openalex.org/W153129671","https://openalex.org/W1964003007","https://openalex.org/W2015900528","https://openalex.org/W2020596373","https://openalex.org/W2037559873","https://openalex.org/W2061585489","https://openalex.org/W2077653218","https://openalex.org/W2094231493","https://openalex.org/W2120637011","https://openalex.org/W2122825543","https://openalex.org/W2146429574","https://openalex.org/W2302060902","https://openalex.org/W3102650760","https://openalex.org/W4238961119","https://openalex.org/W4252717536","https://openalex.org/W4297725106","https://openalex.org/W4399536179"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W2961085424","https://openalex.org/W2322875716","https://openalex.org/W2468698815","https://openalex.org/W2383516975","https://openalex.org/W2346511343","https://openalex.org/W4381571012"],"abstract_inverted_index":{"Since":[0],"their":[1,68],"introduction":[2],"by":[3,168],"Jones":[4,92],"and":[5,11,62,87,93,198],"Nachtsheim":[6,94],"in":[7,24,53,80,106],"2011":[8],"Jones,":[9],"B.,":[10],"Nachtsheim,":[12],"C.":[13],"J.":[14],"(2011),":[15],"\u201cA":[16],"Class":[17],"of":[18,27,31,40,159,175,210,227,231,250,254],"Three-Level":[19],"Designs":[20],"for":[21,71,97,126],"Definitive":[22],"Screening":[23],"the":[25,76,129,145,152,172,199,215,228,251,255,259],"Presence":[26],"Second-Order":[28],"Effects,\u201d":[29],"Journal":[30],"Quality":[32],"Technology,":[33],"43,":[34],"1\u201315.[Taylor":[35],"&":[36],"Francis":[37],"Online],":[38],"[Web":[39],"Science":[41],"\u00ae]":[42],",":[43],"[Google":[44],"Scholar],":[45],"definitive":[46],"screening":[47,72],"designs":[48,105],"(DSDs)":[49],"have":[50,123],"seen":[51],"application":[52],"fields":[54],"as":[55,57,132,134,142,144,193],"diverse":[56],"bio-manufacturing,":[58],"green":[59],"energy":[60],"production,":[61],"laser":[63],"etching.":[64],"One":[65],"barrier":[66],"to":[67,75,104,164,170,247,257],"routine":[69],"adoption":[70],"is":[73],"due":[74],"difficulties":[77],"practitioners":[78],"experience":[79],"model":[81,160,189],"selection":[82,161,190],"when":[83,179],"both":[84],"main":[85,130],"effects":[86,89,131,147,178],"second-order":[88,177],"are":[90,148,181,202],"active.":[91],"showed":[95,120],"that":[96,110,121,205,220,224],"six":[98],"or":[99,138],"more":[100,182,239],"factors,":[101],"DSDs":[102,122,165],"project":[103],"any":[107,211],"three":[108],"factors":[109],"can":[111,166],"fit":[112],"a":[113,184,221,232],"full":[114],"quadratic":[115,140],"model.":[116],"In":[117],"addition,":[118],"they":[119],"high":[124],"power":[125],"detecting":[127],"all":[128],"well":[133],"one":[135,139],"two-factor":[136],"interaction":[137],"effect":[141],"long":[143],"true":[146],"much":[149],"larger":[150],"than":[151,183,238],"error":[153],"standard":[154],"deviation.":[155],"However,":[156],"simulation":[157],"studies":[158],"strategies":[162,191],"applied":[163],"disappoint":[167],"failing":[169],"identify":[171],"correct":[173],"set":[174],"active":[176],"there":[180],"few":[185],"such":[186,192],"effects.":[187],"Standard":[188],"stepwise":[194],"regression,":[195,197],"all-subsets":[196],"Dantzig":[200],"selector":[201],"general":[203,240],"tools":[204],"do":[206],"not":[207],"make":[208],"use":[209,226],"structural":[212],"information":[213],"about":[214],"design.":[216],"It":[217],"seems":[218],"reasonable":[219],"modeling":[222],"approach":[223],"makes":[225],"known":[229],"structure":[230,253],"designed":[233],"experiment":[234],"could":[235],"perform":[236],"better":[237],"purpose":[241],"strategies.":[242],"This":[243],"article":[244],"shows":[245],"how":[246],"take":[248],"advantage":[249],"special":[252],"DSD":[256],"obtain":[258],"most":[260],"clear-cut":[261],"analytical":[262],"results":[263],"possible.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
