{"id":"https://openalex.org/W2835898319","doi":"https://doi.org/10.1080/17477778.2018.1488935","title":"Driving inventory system simulations with limited demand data: Insights from the newsvendor problem","display_name":"Driving inventory system simulations with limited demand data: Insights from the newsvendor problem","publication_year":2018,"publication_date":"2018-07-10","ids":{"openalex":"https://openalex.org/W2835898319","doi":"https://doi.org/10.1080/17477778.2018.1488935","mag":"2835898319"},"language":"en","primary_location":{"id":"doi:10.1080/17477778.2018.1488935","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2018.1488935","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"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":"Journal of Simulation","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/Driving_inventory_system_simulations_with_limited_demand_data_Insights_from_the_newsvendor_problem/6796961","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046703184","display_name":"Canan G. Corlu","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Canan G. Corlu","raw_affiliation_strings":["Metropolitan College, Boston University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metropolitan College, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103070910","display_name":"Bahar Biller","orcid":"https://orcid.org/0000-0002-8511-8272"},"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":false,"raw_author_name":"Bahar Biller","raw_affiliation_strings":["Advanced Analytics, Research and Development, SAS Institute Inc., Cary, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Analytics, Research and Development, SAS Institute Inc., Cary, NC, USA","institution_ids":["https://openalex.org/I122754148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103063541","display_name":"Sridhar Tayur","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sridhar Tayur","raw_affiliation_strings":["Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046703184"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":null,"apc_paid":null,"fwci":1.7044,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8717572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"2","first_page":"152","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/newsvendor-model","display_name":"Newsvendor model","score":0.9534627199172974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.70231693983078},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.536052942276001},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5209164023399353},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5088363289833069},{"id":"https://openalex.org/keywords/service-level","display_name":"Service level","score":0.49384552240371704},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.479867160320282},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.4722784459590912},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42713722586631775},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.398451030254364},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3805745840072632},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20579221844673157},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1869167685508728},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.14599961042404175},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11485728621482849}],"concepts":[{"id":"https://openalex.org/C36181114","wikidata":"https://www.wikidata.org/wiki/Q3130009","display_name":"Newsvendor model","level":3,"score":0.9534627199172974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70231693983078},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.536052942276001},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5209164023399353},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5088363289833069},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.49384552240371704},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.479867160320282},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4722784459590912},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42713722586631775},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.398451030254364},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3805745840072632},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20579221844673157},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1869167685508728},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.14599961042404175},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11485728621482849},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/17477778.2018.1488935","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2018.1488935","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"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":"Journal of Simulation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjsmxx:v:13:y:2019:i:2:p:152-162","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/17477778.2018.1488935","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"},{"id":"pmh:oai:figshare.com:article/6796961","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Driving_inventory_system_simulations_with_limited_demand_data_Insights_from_the_newsvendor_problem/6796961","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.6796961.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.6796961.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/6796961","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Driving_inventory_system_simulations_with_limited_demand_data_Insights_from_the_newsvendor_problem/6796961","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":[{"id":"https://metadata.un.org/sdg/9","score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1484869677","https://openalex.org/W1970077810","https://openalex.org/W1974874618","https://openalex.org/W1976741908","https://openalex.org/W1983701869","https://openalex.org/W1984938557","https://openalex.org/W1988637491","https://openalex.org/W1992801522","https://openalex.org/W2041492457","https://openalex.org/W2041570732","https://openalex.org/W2047466230","https://openalex.org/W2055948812","https://openalex.org/W2067903074","https://openalex.org/W2083547559","https://openalex.org/W2090304678","https://openalex.org/W2096689575","https://openalex.org/W2096749624","https://openalex.org/W2101774117","https://openalex.org/W2109447888","https://openalex.org/W2116347901","https://openalex.org/W2116413426","https://openalex.org/W2120475208","https://openalex.org/W2121561701","https://openalex.org/W2130416410","https://openalex.org/W2130650735","https://openalex.org/W2144242878","https://openalex.org/W2147744697","https://openalex.org/W2167928463","https://openalex.org/W2535419763","https://openalex.org/W2761753733","https://openalex.org/W3141521574","https://openalex.org/W4235951562","https://openalex.org/W4240278298","https://openalex.org/W4251380788","https://openalex.org/W4253076810","https://openalex.org/W4256097057","https://openalex.org/W4292024674"],"related_works":["https://openalex.org/W3122579892","https://openalex.org/W2111651551","https://openalex.org/W1607007228","https://openalex.org/W2517936844","https://openalex.org/W2094870861","https://openalex.org/W2944949803","https://openalex.org/W2049036889","https://openalex.org/W4285732066","https://openalex.org/W2380425347","https://openalex.org/W2029405753"],"abstract_inverted_index":{"Stochastic":[0],"inventory":[1,23],"system":[2],"simulation":[3,110],"is":[4],"often":[5],"the":[6,16,19,46,51,58,61,70,77,81,92,95,101,104,109,115,123,127,130,135,140,144],"tool":[7],"of":[8,18,21,53,80,94,103,117,129,143],"choice":[9,116],"by":[10],"industry":[11],"practitioners":[12],"who":[13],"struggle":[14],"with":[15,31,114],"evaluation":[17],"quality":[20],"proposed":[22],"targets":[24],"using":[25],"service":[26,83,97],"levels.":[27],"However,":[28],"driving":[29],"simulations":[30],"unknown":[32,62],"input":[33],"distribution":[34,64],"parameters":[35,65],"has":[36],"its":[37],"own":[38],"challenges.":[39],"In":[40],"this":[41,87],"paper,":[42],"we":[43],"focus":[44],"on":[45],"newsvendor":[47],"problem":[48],"and":[49,119,139],"quantify":[50],"amount":[52,102],"demand":[54,63,73,105],"parameter":[55,106],"uncertainty":[56,59,107],"\u2013":[57,75],"around":[60],"which":[66],"are":[67],"estimated":[68],"from":[69],"limited":[71],"historical":[72,124],"data":[74,125],"in":[76,108],"confidence":[78],"interval":[79],"mean":[82,96],"level.":[84],"We":[85],"use":[86],"quantification":[88],"to":[89,100,134],"understand":[90],"how":[91],"variance":[93],"level,":[98],"due":[99],"output":[111],"process,":[112],"changes":[113],"Type-1":[118],"Type-2":[120],"service-level":[121],"criteria,":[122],"length,":[126],"ratio":[128],"unit":[131,136],"shortage":[132],"cost":[133],"holding":[137],"cost,":[138],"distributional":[141],"shape":[142],"demand\u2019s":[145],"density":[146],"function.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
