{"id":"https://openalex.org/W3124553308","doi":"https://doi.org/10.18637/jss.v102.i05","title":"sensobol : An R Package to Compute Variance-Based Sensitivity Indices","display_name":"sensobol : An R Package to Compute Variance-Based Sensitivity Indices","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3124553308","doi":"https://doi.org/10.18637/jss.v102.i05","mag":"3124553308"},"language":"en","primary_location":{"id":"doi:10.18637/jss.v102.i05","doi":"https://doi.org/10.18637/jss.v102.i05","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v102.i05","pdf_url":"https://www.jstatsoft.org/index.php/jss/article/download/v102i05/4275","source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstatsoft.org/index.php/jss/article/download/v102i05/4275","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019872697","display_name":"Arnald Puy","orcid":"https://orcid.org/0000-0001-9469-2156","observed_orcids":["https://orcid.org/0000-0001-9469-2156"]},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arnald Puy","raw_affiliation_strings":["Princeton University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048601378","display_name":"Samuele Lo Piano","orcid":"https://orcid.org/0000-0002-2625-483X","observed_orcids":["https://orcid.org/0000-0002-2625-483X"]},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samuele Lo Piano","raw_affiliation_strings":["University of Reading"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Reading","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040077936","display_name":"Andrea Saltelli","orcid":"https://orcid.org/0000-0003-4222-6975","observed_orcids":["https://orcid.org/0000-0003-4222-6975"]},"institutions":[{"id":"https://openalex.org/I4387152686","display_name":"UPF Barcelona School of Management","ror":"https://ror.org/04m3cqq68","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558","https://openalex.org/I4387152686"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andrea Saltelli","raw_affiliation_strings":["UPF Barcelona School of Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UPF Barcelona School of Management","institution_ids":["https://openalex.org/I4387152686"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077712228","display_name":"Simon A. Levin","orcid":"https://orcid.org/0000-0002-8216-5639","observed_orcids":["https://orcid.org/0000-0002-8216-5639","https://orcid.org/0000-0003-0895-0361"]},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon A. Levin","raw_affiliation_strings":["Princeton University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.9002,"has_fulltext":true,"cited_by_count":116,"citation_normalized_percentile":{"value":0.99278408,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"102","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.6470000147819519,"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"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.6470000147819519,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.08500000089406967,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.033399999141693115,"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/variance-based-sensitivity-analysis","display_name":"variance-based sensitivity analysis","score":0.9480000138282776},{"id":"https://openalex.org/keywords/sobol-indices","display_name":"Sobol indices","score":0.7599999904632568},{"id":"https://openalex.org/keywords/higher-order-effects","display_name":"higher-order effects","score":0.6460000276565552},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"uncertainty analysis","score":0.7400000095367432},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.7879999876022339}],"concepts":[{"id":"https://openalex.org/C49740808","wikidata":"https://www.wikidata.org/wiki/Q7550116","display_name":"Sobol sequence","level":3,"score":0.9165042042732239},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6731345653533936},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5914515852928162},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5204387307167053},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.5135100483894348},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.46911007165908813},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4496031403541565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4472289979457855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44713306427001953},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4313579797744751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4261096119880676},{"id":"https://openalex.org/C108311543","wikidata":"https://www.wikidata.org/wiki/Q7915756","display_name":"Variance-based sensitivity analysis","level":4,"score":0.4111097455024719},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.41011983156204224},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34917938709259033},{"id":"https://openalex.org/C152587130","wikidata":"https://www.wikidata.org/wiki/Q7092351","display_name":"One-way analysis of variance","level":3,"score":0.1975134015083313},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.15861865878105164},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.12478527426719666},{"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.18637/jss.v102.i05","doi":"https://doi.org/10.18637/jss.v102.i05","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v102.i05","pdf_url":"https://www.jstatsoft.org/index.php/jss/article/download/v102i05/4275","source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2101.10103","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.10103","pdf_url":"https://arxiv.org/pdf/2101.10103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:doaj.org/article:8405971936d849538c8f3a7496849043","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8405971936d849538c8f3a7496849043","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Statistical Software, Vol 102, Pp 1-37 (2022)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f88ea951-4e38-424b-a354-76ccdfe723d7","doi":null,"is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/f88ea951-4e38-424b-a354-76ccdfe723d7","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Puy, A, Saltelli, A, Piano, S L & Levin, S A 2022, 'sensobol : an R package to compute variance-based sensitivity indices', Journal of Statistical Software, vol. 102, no. 5, pp. 1-37. https://doi.org/10.18637/jss.v102.i05","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/f88ea951-4e38-424b-a354-76ccdfe723d7","doi":null,"is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/f88ea951-4e38-424b-a354-76ccdfe723d7","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Puy , A , Saltelli , A , Piano , S L & Levin , S A 2022 , ' sensobol : an R package to compute variance-based sensitivity indices ' , Journal of Statistical Software , vol. 102 , no. 5 , pp. 1-37 . https://doi.org/10.18637/jss.v102.i05","raw_type":"article"},{"id":"doi:10.48550/arxiv.2101.10103","doi":"https://doi.org/10.48550/arxiv.2101.10103","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.10103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.18637/jss.v102.i05","doi":"https://doi.org/10.18637/jss.v102.i05","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v102.i05","pdf_url":"https://www.jstatsoft.org/index.php/jss/article/download/v102i05/4275","source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3476371712","display_name":"The role of size in the sustainability of irrigation systems","funder_award_id":"792178","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3124553308.pdf","grobid_xml":"https://content.openalex.org/works/W3124553308.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W100464641","https://openalex.org/W815418772","https://openalex.org/W1511263750","https://openalex.org/W1535712589","https://openalex.org/W1542323827","https://openalex.org/W1810028515","https://openalex.org/W1860923284","https://openalex.org/W1969031128","https://openalex.org/W1980339291","https://openalex.org/W1986181890","https://openalex.org/W1994080277","https://openalex.org/W2006037565","https://openalex.org/W2008536883","https://openalex.org/W2011470199","https://openalex.org/W2021468335","https://openalex.org/W2026645785","https://openalex.org/W2042925520","https://openalex.org/W2049782932","https://openalex.org/W2060003311","https://openalex.org/W2073344030","https://openalex.org/W2088765131","https://openalex.org/W2093625674","https://openalex.org/W2097441841","https://openalex.org/W2101589741","https://openalex.org/W2106186407","https://openalex.org/W2106600817","https://openalex.org/W2107880495","https://openalex.org/W2110930696","https://openalex.org/W2136829296","https://openalex.org/W2149160185","https://openalex.org/W2151582349","https://openalex.org/W2163417850","https://openalex.org/W2175895877","https://openalex.org/W2182372837","https://openalex.org/W2209897355","https://openalex.org/W2221870291","https://openalex.org/W2287992427","https://openalex.org/W2291176401","https://openalex.org/W2515244820","https://openalex.org/W2569457803","https://openalex.org/W2582743722","https://openalex.org/W2715665860","https://openalex.org/W2945792041","https://openalex.org/W2962804139","https://openalex.org/W3009718810","https://openalex.org/W3016628736","https://openalex.org/W3034317233","https://openalex.org/W3037038797","https://openalex.org/W3048985574","https://openalex.org/W3097926108","https://openalex.org/W3183167243","https://openalex.org/W3203779568","https://openalex.org/W4232788453","https://openalex.org/W4237151101","https://openalex.org/W4285719527","https://openalex.org/W4310829098","https://openalex.org/W4399587364","https://openalex.org/W4399590937","https://openalex.org/W4399648191","https://openalex.org/W6946125551"],"related_works":["https://openalex.org/W3137826322","https://openalex.org/W4283461838","https://openalex.org/W3111276374","https://openalex.org/W4285557842","https://openalex.org/W7006685621","https://openalex.org/W2898336091","https://openalex.org/W2352986571","https://openalex.org/W2765208085","https://openalex.org/W4301751616","https://openalex.org/W2111046434"],"abstract_inverted_index":{"The":[0],"R":[1],"package":[2],"sensobol":[3],"provides":[4],"several":[5,29],"functions":[6],"to":[7,20,41],"conduct":[8],"variance-based":[9,80],"uncertainty":[10],"and":[11,32,35,54,100,104,110],"sensitivity":[12,18,81],"analysis,":[13],"from":[14],"the":[15,21,25,37,48,87,92,101],"estimation":[16],"of":[17,24,39,47,83,97,107],"indices":[19],"visual":[22],"representation":[23],"results.":[26],"It":[27],"implements":[28],"state-of-the-art":[30],"first":[31],"total-order":[33],"estimators":[34],"allows":[36],"computation":[38],"up":[40],"fourth-order":[42],"effects,":[43],"as":[44,46],"well":[45],"approximation":[49],"error,":[50],"in":[51],"a":[52,67,70,79],"swift":[53],"user-friendly":[55],"way.":[56],"Its":[57],"flexibility":[58],"makes":[59],"it":[60],"also":[61],"appropriate":[62],"for":[63],"models":[64],"with":[65],"either":[66],"scalar":[68],"or":[69],"multivariate":[71],"output.":[72],"We":[73],"illustrate":[74],"its":[75],"functionality":[76],"by":[77],"conducting":[78],"analysis":[82],"three":[84],"classic":[85],"models:":[86],"Sobol'":[88],"(1998)":[89],"G":[90],"function,":[91],"logistic":[93],"population":[94],"growth":[95],"model":[96,106],"Verhulst":[98],"(1845),":[99],"spruce":[102],"budworm":[103],"forest":[105],"Ludwig,":[108],"Jones,":[109],"Holling":[111],"(1976).":[112]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":5}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2021-02-01T00:00:00"}
