{"id":"https://openalex.org/W4233904120","doi":"https://doi.org/10.1109/wsc.2008.4736083","title":"Monotonicity and stratification","display_name":"Monotonicity and stratification","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W4233904120","doi":"https://doi.org/10.1109/wsc.2008.4736083"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2008.4736083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736083","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081603978","display_name":"Gang Zhao","orcid":"https://orcid.org/0000-0002-3966-8943"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"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":"Gang Zhao","raw_affiliation_strings":["Division of Systems Engineering & Center for Information and Systems Engineering, Boston University, Brookline, MA, USA"],"affiliations":[{"raw_affiliation_string":"Division of Systems Engineering & Center for Information and Systems Engineering, Boston University, Brookline, MA, USA","institution_ids":["https://openalex.org/I4210116219","https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002097523","display_name":"Pirooz Vakili","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":false,"raw_author_name":"Pirooz Vakili","raw_affiliation_strings":["Division of Systems Engineering & Mechanical Engineering Department, Boston University, Brookline, MA, USA"],"affiliations":[{"raw_affiliation_string":"Division of Systems Engineering & Mechanical Engineering Department, Boston University, Brookline, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081603978"],"corresponding_institution_ids":["https://openalex.org/I111088046","https://openalex.org/I4210116219"],"apc_list":null,"apc_paid":null,"fwci":2.3721,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":null,"first_page":"313","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12404","display_name":"Mathematical Approximation and Integration","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"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/T12404","display_name":"Mathematical Approximation and Integration","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9664999842643738,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9659000039100647,"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/stratification","display_name":"Stratification (seeds)","score":0.7232831120491028},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.7078264951705933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6741510629653931},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5358957052230835},{"id":"https://openalex.org/keywords/sample-space","display_name":"Sample space","score":0.4569261074066162},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4454268217086792},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3928239643573761},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3479335904121399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2830742597579956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2346121072769165},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09969952702522278},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.061378300189971924}],"concepts":[{"id":"https://openalex.org/C192943249","wikidata":"https://www.wikidata.org/wiki/Q1893382","display_name":"Stratification (seeds)","level":5,"score":0.7232831120491028},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.7078264951705933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6741510629653931},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5358957052230835},{"id":"https://openalex.org/C100279318","wikidata":"https://www.wikidata.org/wiki/Q467440","display_name":"Sample space","level":2,"score":0.4569261074066162},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4454268217086792},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3928239643573761},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3479335904121399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2830742597579956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2346121072769165},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09969952702522278},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.061378300189971924},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C3527866","wikidata":"https://www.wikidata.org/wiki/Q162267","display_name":"Dormancy","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C100701293","wikidata":"https://www.wikidata.org/wiki/Q193838","display_name":"Germination","level":2,"score":0.0},{"id":"https://openalex.org/C88548481","wikidata":"https://www.wikidata.org/wiki/Q2397491","display_name":"Seed dormancy","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2008.4736083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736083","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1602773783","https://openalex.org/W2034533492","https://openalex.org/W2053983779","https://openalex.org/W2093843012","https://openalex.org/W3021898623","https://openalex.org/W3139813401","https://openalex.org/W4211042066","https://openalex.org/W4247762396"],"related_works":["https://openalex.org/W4380682190","https://openalex.org/W4315701745","https://openalex.org/W1990290471","https://openalex.org/W2945307361","https://openalex.org/W2102386043","https://openalex.org/W2005710836","https://openalex.org/W2003813852","https://openalex.org/W2116636209","https://openalex.org/W4366779185","https://openalex.org/W4226230222"],"abstract_inverted_index":{"In":[0],"utilizing":[1],"the":[2,6,12,15,31,50,54,61,79,91],"technique":[3],"of":[4],"stratification,":[5],"user":[7,62],"needs":[8],"to":[9,19,22,25,28,60,85],"first":[10,51],"partition/stratify":[11],"sample":[13,47],"space;":[14],"next":[16],"task":[17,33],"is":[18,34,57],"determine":[20],"how":[21],"allocate":[23],"samples":[24],"strata.":[26],"How":[27],"best":[29],"perform":[30],"second":[32],"well":[35],"understood":[36],"and":[37,39,43,73,81],"analyzed":[38],"there":[40],"are":[41],"effective":[42],"generic":[44],"recipes":[45],"for":[46],"allocation.":[48],"Performing":[49],"task,":[52],"on":[53],"other":[55],"hand,":[56],"generally":[58],"left":[59],"who":[63],"has":[64],"limited":[65],"guidelines":[66],"at":[67],"her/his":[68],"disposal.":[69],"We":[70,88],"review":[71],"explicit":[72],"implicit":[74],"stratification":[75],"approaches":[76],"considered":[77],"in":[78,94,100],"literature":[80],"discuss":[82,90],"their":[83],"relevance":[84],"simulation":[86],"studies.":[87],"then":[89],"different":[92],"ways":[93],"which":[95],"monotonicity":[96],"plays":[97],"a":[98],"role":[99],"optimal":[101],"stratification.":[102]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
