{"id":"https://openalex.org/W1970460978","doi":"https://doi.org/10.1177/003754979205800610","title":"Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect","display_name":"Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect","publication_year":1992,"publication_date":"1992-06-01","ids":{"openalex":"https://openalex.org/W1970460978","doi":"https://doi.org/10.1177/003754979205800610","mag":"1970460978"},"language":"en","primary_location":{"id":"doi:10.1177/003754979205800610","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979205800610","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-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/A5087315126","display_name":"J.P.C. Kleijnen","orcid":"https://orcid.org/0000-0001-8413-2366"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jack P. C. Kleijnen","raw_affiliation_strings":["Katholieke Universiteit Brabant (Tilburg University) 5000 LE Tilburg The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Brabant (Tilburg University) 5000 LE Tilburg The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073222559","display_name":"Greet van Ham","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Greet van Ham","raw_affiliation_strings":["Katholieke Universiteit Brabant (Tilburg University) 5000 LE Tilburg The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Brabant (Tilburg University) 5000 LE Tilburg The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053899866","display_name":"Joris I. Rotmans","orcid":"https://orcid.org/0000-0001-9682-6234"},"institutions":[{"id":"https://openalex.org/I4210104433","display_name":"National Institute for Public Health and the Environment","ror":"https://ror.org/01cesdt21","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210104433"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan Rotmans","raw_affiliation_strings":["RIVM (National Institute of Public Health and Environmental Protection) The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIVM (National Institute of Public Health and Environmental Protection) The Netherlands","institution_ids":["https://openalex.org/I4210104433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087315126"],"corresponding_institution_ids":["https://openalex.org/I193700539"],"apc_list":null,"apc_paid":null,"fwci":4.3215,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.94636015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"58","issue":"6","first_page":"410","last_page":"417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9988999962806702,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9961000084877014,"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/sensitivity","display_name":"Sensitivity (control systems)","score":0.7795323133468628},{"id":"https://openalex.org/keywords/factorial-experiment","display_name":"Factorial experiment","score":0.5252016186714172},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5178890228271484},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5009300708770752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48847925662994385},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.41807985305786133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35569947957992554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32678380608558655},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23633357882499695}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7795323133468628},{"id":"https://openalex.org/C169222746","wikidata":"https://www.wikidata.org/wiki/Q4116558","display_name":"Factorial experiment","level":2,"score":0.5252016186714172},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5178890228271484},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5009300708770752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48847925662994385},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.41807985305786133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35569947957992554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32678380608558655},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23633357882499695},{"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1177/003754979205800610","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979205800610","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:openaire_cris_publications/71317a03-3399-4554-83cb-472e18e04a72","is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/71317a03-3399-4554-83cb-472e18e04a72","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van Ham, G, Rotmans, J & Kleijnen, J P C 1992, 'Techniques for sensitivity analysis of simulation models : A case study of the CO2 greenhouse effect', Simulation: Technical journal of the Society for Computer Simulation, vol. 58, no. 6, pp. 410-417.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:tiu:tiutis:71317a03-3399-4554-83cb-472e18e04a72","is_oa":false,"landing_page_url":"https://repository.tilburguniversity.edu/bitstreams/a5ee3ff9-4357-4e7b-bbe2-e6036352080b/download","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":"preprint"},{"id":"pmh:oai:tilburguniversity.edu:publications/c6c8ee93-e434-44ec-be11-e568c727db7f","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1522960011","https://openalex.org/W1531253382","https://openalex.org/W1978357133","https://openalex.org/W1993564746","https://openalex.org/W2006407427","https://openalex.org/W2018044188","https://openalex.org/W2047305223","https://openalex.org/W2125587831","https://openalex.org/W2317574397","https://openalex.org/W4248105703"],"related_works":["https://openalex.org/W2378757965","https://openalex.org/W4224903346","https://openalex.org/W1593262897","https://openalex.org/W2372869593","https://openalex.org/W2186811773","https://openalex.org/W2384194537","https://openalex.org/W2031011156","https://openalex.org/W1991935520","https://openalex.org/W2368745429","https://openalex.org/W4381136829"],"abstract_inverted_index":{"Sensitivity":[0],"analysis":[1,21],"is":[2],"needed":[3],"for":[4,19,54,82],"valida":[5],"tion,":[6],"what-if":[7],"analysis,":[8,29],"and":[9,30],"optimization":[10],"of":[11,17,23,48],"complicated":[12],"simulation":[13,74,84],"models.":[14,75],"One":[15],"set":[16],"techniques":[18,42],"sensitivity":[20],"consists":[22],"least":[24],"squares":[25],"curve":[26],"fitting,":[27],"regression":[28,64],"statistical":[31],"designs":[32],"such":[33],"as":[34],"factorial":[35],"designs.":[36],"In":[37],"this":[38],"case":[39],"study":[40],"these":[41],"are":[43,79],"applied":[44],"to":[45,68,72],"several":[46],"modules":[47],"a":[49],"large":[50],"integrated":[51],"assessment":[52],"model":[53],"the":[55,73,83],"greenhouse":[56],"effect,":[57],"developed":[58],"in":[59],"The":[60,63],"Nether":[61],"lands.":[62],"models":[65],"turn":[66],"out":[67],"be":[69],"valid":[70],"approximations":[71],"Some":[76],"estimated":[77],"effects":[78],"quite":[80],"surprising":[81],"users.":[85]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
