{"id":"https://openalex.org/W4251491766","doi":"https://doi.org/10.1109/wsc.2013.6721509","title":"Estimation of unknown parameters in system dynamics models using the Method of Simulated Moments","display_name":"Estimation of unknown parameters in system dynamics models using the Method of Simulated Moments","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W4251491766","doi":"https://doi.org/10.1109/wsc.2013.6721509"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721509","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","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":"2013 Winter Simulations Conference (WSC)","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/A5091165163","display_name":"Mohammad S. Jalali","orcid":"https://orcid.org/0000-0001-6769-2732"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hazhir Rahmandad Mohammad S. Jalali","raw_affiliation_strings":["Industrial and Systems Engineering, Virginia Tech, Falls Church, VA, USA"],"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering, Virginia Tech, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022564762","display_name":"Hamed Ghoddusi","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Ghoddusi","raw_affiliation_strings":["Industrial and Systems Engineering, Virginia Tech, Falls Church, VA, USA"],"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering, Virginia Tech, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091165163"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.9622,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76850394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1212","last_page":"1222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9557999968528748,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9557999968528748,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.939300000667572,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9254999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6698492765426636},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6285454630851746},{"id":"https://openalex.org/keywords/method-of-moments","display_name":"Method of moments (probability theory)","score":0.6067506074905396},{"id":"https://openalex.org/keywords/generalized-method-of-moments","display_name":"Generalized method of moments","score":0.5852835774421692},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5280426740646362},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5152330994606018},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4958876073360443},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.474148690700531},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.43364134430885315},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3871847093105316},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3637857437133789},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2791978120803833},{"id":"https://openalex.org/keywords/panel-data","display_name":"Panel data","score":0.11599785089492798}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6698492765426636},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6285454630851746},{"id":"https://openalex.org/C2780033567","wikidata":"https://www.wikidata.org/wiki/Q6823720","display_name":"Method of moments (probability theory)","level":3,"score":0.6067506074905396},{"id":"https://openalex.org/C162748667","wikidata":"https://www.wikidata.org/wiki/Q683131","display_name":"Generalized method of moments","level":3,"score":0.5852835774421692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5280426740646362},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5152330994606018},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4958876073360443},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.474148690700531},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.43364134430885315},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3871847093105316},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3637857437133789},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2791978120803833},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.11599785089492798},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2013.6721509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721509","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","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":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.652.4596","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.652.4596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://informs-sim.org/wsc13papers/includes/files/106.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1993730097","https://openalex.org/W2019302713","https://openalex.org/W2022754168","https://openalex.org/W2025525633","https://openalex.org/W2046691962","https://openalex.org/W2150086489","https://openalex.org/W2157800154","https://openalex.org/W2158488639","https://openalex.org/W2264556119","https://openalex.org/W2988934653","https://openalex.org/W3122577060","https://openalex.org/W4251315812"],"related_works":["https://openalex.org/W1574799153","https://openalex.org/W2751819195","https://openalex.org/W3123025796","https://openalex.org/W2978205421","https://openalex.org/W2109415015","https://openalex.org/W2155455221","https://openalex.org/W4361799852","https://openalex.org/W2062610244","https://openalex.org/W2593688499","https://openalex.org/W2101377286"],"abstract_inverted_index":{"In":[0,73],"principle":[1],"the":[2,38,58,71,78,86,95],"Method":[3,23],"of":[4,24,40,51,60,70,84,88,94,111],"Simulated":[5],"Moments":[6,25],"(MSM)":[7],"combines":[8],"simulation-based":[9],"methods":[10],"(e.g.":[11,46],"Monte":[12],"Carlo":[13],"methods)":[14],"with":[15,108],"non-parametric":[16,82],"statistical":[17,44],"estimations":[18],"techniques":[19],"such":[20],"as":[21,80],"General":[22],"(GMM).":[26],"The":[27,91],"MSM":[28,79,96],"is":[29,101],"useful":[30],"when":[31],"there":[32],"are":[33],"empirical":[34,52],"data":[35,53,62,115],"related":[36],"to":[37,65,105],"behavior":[39],"different":[41],"entities.":[42],"Different":[43],"moments":[45,59],"mean,":[47],"variance,":[48],"correlation,":[49],"etc.)":[50],"can":[54],"be":[55,106],"matched":[56],"against":[57],"model-generated":[61],"in":[63,102],"order":[64],"estimate":[66],"some":[67],"structural":[68],"parameters":[69,87],"model.":[72],"this":[74],"paper,":[75],"we":[76],"introduce":[77],"a":[81],"method":[83],"estimating":[85,98],"dynamic":[89,99],"models.":[90],"major":[92],"value":[93],"for":[97],"models":[100],"its":[103],"flexibility":[104],"used":[107],"any":[109],"type":[110],"data,":[112],"including":[113],"cross-sectional":[114],"and":[116],"time":[117],"series":[118],"data.":[119]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}