{"id":"https://openalex.org/W2777017714","doi":"https://doi.org/10.32614/rj-2015-031","title":"mtk: A General-Purpose and Extensible R Environment for Uncertainty and Sensitivity Analyses of Numerical Experiments","display_name":"mtk: A General-Purpose and Extensible R Environment for Uncertainty and Sensitivity Analyses of Numerical Experiments","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2777017714","doi":"https://doi.org/10.32614/rj-2015-031","mag":"2777017714"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2015-031","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-031","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-031/RJ-2015-031.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journal.r-project.org/archive/2015/RJ-2015-031/RJ-2015-031.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107991859","display_name":"Kwang-Hyun Cho","orcid":"https://orcid.org/0000-0002-0220-0685"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Juhui Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027307448","display_name":"Robert Faivre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Faivre","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Herv\u00e9 Richard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Richard","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061401104","display_name":"Herv\u00e9 Monod","orcid":"https://orcid.org/0000-0001-8225-495X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Monod","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5107991859"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5084,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88758627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":"2","first_page":"206","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.3066999912261963,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.3066999912261963,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.0754999965429306,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.03500000014901161,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.711969792842865},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.5778464674949646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4352806806564331},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18623045086860657},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14912274479866028}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.711969792842865},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.5778464674949646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4352806806564331},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18623045086860657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14912274479866028},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.32614/rj-2015-031","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-031","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-031/RJ-2015-031.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02631895v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-02631895","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://journal.r-project.org/index.html","raw_type":"Journal articles"},{"id":"pmh:oai:digitalcommons.unl.edu:r-journal-1486","is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/r-journal/552","pdf_url":null,"source":{"id":"https://openalex.org/S4306513441","display_name":"Insecta mundi","issn_l":"0749-6737","issn":["0749-6737","1942-1354","1942-1362"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310316217","host_organization_name":"Center for Systematic Entomology","host_organization_lineage":["https://openalex.org/P4310316217"],"host_organization_lineage_names":["Center for Systematic Entomology"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The R Journal","raw_type":"text"}],"best_oa_location":{"id":"doi:10.32614/rj-2015-031","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-031","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-031/RJ-2015-031.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2777017714.pdf","grobid_xml":"https://content.openalex.org/works/W2777017714.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1486416230","https://openalex.org/W1515240157","https://openalex.org/W1542323827","https://openalex.org/W1546618811","https://openalex.org/W1602083219","https://openalex.org/W1758903565","https://openalex.org/W1971333590","https://openalex.org/W1972015756","https://openalex.org/W1979034309","https://openalex.org/W1980249659","https://openalex.org/W1981738692","https://openalex.org/W1982478920","https://openalex.org/W2000117114","https://openalex.org/W2004147392","https://openalex.org/W2006772343","https://openalex.org/W2074898051","https://openalex.org/W2083710542","https://openalex.org/W2132635773","https://openalex.org/W2152803686","https://openalex.org/W2171993497","https://openalex.org/W2524519966","https://openalex.org/W3011730451","https://openalex.org/W3101949891","https://openalex.org/W3108816170","https://openalex.org/W4231397577","https://openalex.org/W6805403146","https://openalex.org/W7073656454"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1948607442","https://openalex.org/W4247766898","https://openalex.org/W2044615423","https://openalex.org/W2361584951","https://openalex.org/W31122515","https://openalex.org/W3004004161","https://openalex.org/W2365327041","https://openalex.org/W2364420803"],"abstract_inverted_index":{"Along":[0],"with":[1],"increased":[2],"complexity":[3],"of":[4,97],"the":[5,21,58,63,66,70,73,78,82,87,92,102],"models":[6],"used":[7],"for":[8],"scientific":[9],"activities":[10],"and":[11,15,49,100,105],"engineering":[12],"come":[13],"diverse":[14],"greater":[16],"uncertainties.":[17],"Today,":[18],"effectively":[19],"quantifying":[20],"uncertainties":[22,64,71],"contained":[23],"in":[24,45,81],"a":[25,46],"model":[26,44,74,98],"appears":[27],"to":[28,41,56,61,90],"be":[29],"more":[30],"important":[31],"than":[32],"ever.":[33],"Scientific":[34],"fellows":[35],"know":[36],"how":[37,52],"serious":[38],"it":[39,54],"is":[40,55],"calibrate":[42],"their":[43],"robust":[47],"way,":[48],"decision-makers":[50],"describe":[51],"critical":[53],"keep":[57],"best":[59],"effort":[60],"reduce":[62],"about":[65,72],"model.":[67],"Effectively":[68],"accessing":[69],"requires":[75],"mastering":[76],"all":[77],"tasks":[79],"involved":[80],"numerical":[83],"experiments,":[84],"from":[85],"optimizing":[86],"experimental":[88],"design":[89],"managing":[91],"very":[93],"time":[94],"consuming":[95],"aspect":[96],"simulation":[99],"choosing":[101],"adequate":[103],"indicators":[104],"analysis":[106],"methods.":[107]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
