{"id":"https://openalex.org/W2971220371","doi":"https://doi.org/10.32614/rj-2019-016","title":"Identifying and Testing Recursive vs. Interdependent Links in Simultaneous Equation Models via the SIRE Package","display_name":"Identifying and Testing Recursive vs. Interdependent Links in Simultaneous Equation Models via the SIRE Package","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971220371","doi":"https://doi.org/10.32614/rj-2019-016","mag":"2971220371"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2019-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2019-016","pdf_url":"https://journal.r-project.org/archive/2019/RJ-2019-016/RJ-2019-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"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":"diamond","oa_url":"https://journal.r-project.org/archive/2019/RJ-2019-016/RJ-2019-016.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046734084","display_name":"Gianmarco Vacca","orcid":"https://orcid.org/0000-0002-8996-5524"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gianmarco Vacca","raw_affiliation_strings":["Department of Economic Policy Largo Gemelli 1, 20123 Milan, Italy Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Policy Largo Gemelli 1, 20123 Milan, Italy Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107726326","display_name":"Grazia Zoia Maria","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria,Grazia Zoia","raw_affiliation_strings":["Department of Economic Policy Largo Gemelli 1, 20123 Milan, Italy Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Policy Largo Gemelli 1, 20123 Milan, Italy Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046734084"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09856434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"1","first_page":"149","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.3637000024318695,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.3637000024318695,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.3447999954223633,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sire","display_name":"Sire","score":0.8804086446762085},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.627579927444458},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.6105809211730957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4900130331516266},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3793341815471649},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.35350361466407776},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34193605184555054},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2301255464553833},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2111630141735077},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07426950335502625},{"id":"https://openalex.org/keywords/animal-science","display_name":"Animal science","score":0.06454432010650635}],"concepts":[{"id":"https://openalex.org/C2780284631","wikidata":"https://www.wikidata.org/wiki/Q1849655","display_name":"Sire","level":2,"score":0.8804086446762085},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.627579927444458},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.6105809211730957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4900130331516266},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3793341815471649},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.35350361466407776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34193605184555054},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2301255464553833},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2111630141735077},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07426950335502625},{"id":"https://openalex.org/C140793950","wikidata":"https://www.wikidata.org/wiki/Q168091","display_name":"Animal science","level":1,"score":0.06454432010650635},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.32614/rj-2019-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2019-016","pdf_url":"https://journal.r-project.org/archive/2019/RJ-2019-016/RJ-2019-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"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:digitalcommons.unl.edu:r-journal-1227","is_oa":true,"landing_page_url":"https://digitalcommons.unl.edu/r-journal/240","pdf_url":"https://digitalcommons.unl.edu/context/r-journal/article/1227/viewcontent/RJ_2019_016.pdf","source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"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":"The R Journal","raw_type":"text"},{"id":"pmh:oai:publicatt.unicatt.it:10807/145293","is_oa":true,"landing_page_url":"http://hdl.handle.net/10807/145293","pdf_url":"http://hdl.handle.net/10807/145293","source":{"id":"https://openalex.org/S4306400564","display_name":"PubliCatt (Universit\u00e0 Cattolica del Sacro Cuore)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:170550","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/170550","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.32614/rj-2019-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2019-016","pdf_url":"https://journal.r-project.org/archive/2019/RJ-2019-016/RJ-2019-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971220371.pdf","grobid_xml":"https://content.openalex.org/works/W2971220371.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W587200296","https://openalex.org/W1607114662","https://openalex.org/W1975858343","https://openalex.org/W1977560013","https://openalex.org/W1990067029","https://openalex.org/W2033445765","https://openalex.org/W2043740941","https://openalex.org/W2068480333","https://openalex.org/W2143323841","https://openalex.org/W2293040502","https://openalex.org/W2327850608","https://openalex.org/W2892201035","https://openalex.org/W3148198191","https://openalex.org/W4229852580","https://openalex.org/W4238315259","https://openalex.org/W4399584074","https://openalex.org/W4399650262"],"related_works":["https://openalex.org/W154629941","https://openalex.org/W2071465406","https://openalex.org/W1497392423","https://openalex.org/W2033181992","https://openalex.org/W2043442474","https://openalex.org/W2414962785","https://openalex.org/W2076567599","https://openalex.org/W950571408","https://openalex.org/W2057010568","https://openalex.org/W1971791001"],"abstract_inverted_index":{"Simultaneous":[0],"equation":[1],"models":[2,99],"(SEMs)":[3],"are":[4,130],"composed":[5],"of":[6,30,35,45,69,75,114,136,140,155,167,177,184,190,205,213],"relations":[7,89,216],"which":[8,13,25,76,123],"either":[9],"represent":[10],"unidirectional":[11],"links,":[12,20],"entail":[14],"a":[15,46,115,160,197],"causal":[16,43,88,112],"interpretation,":[17],"or":[18],"bidirectional":[19],"due":[21],"to":[22,27,53,78,86,132,196,200],"feedback":[23,121],"loops,":[24,122],"lead":[26],"the":[28,42,49,55,59,63,67,70,111,120,126,133,137,143,149,165,168,181,185,191,211,214],"notion":[29],"interdependence.":[31],"The":[32,153],"issue":[33],"is":[34,108,157,194],"prominent":[36],"interest":[37],"in":[38,93,100,209,217],"several":[39],"respects.":[40],"Investigating":[41],"structure":[44,113],"SEM,":[47],"on":[48,62,119,164],"one":[50],"hand,":[51,65],"brings":[52],"light":[54],"theoretical":[56],"assumptions":[57],"behind":[58],"model":[60,199],"and,":[61],"other":[64],"pilots":[66],"choice":[68],"befitting":[71],"estimation":[72],"method":[73,85],"and":[74,104,145,187],"policy":[77],"implement.":[79],"This":[80],"paper":[81],"provides":[82,180],"an":[83],"operational":[84,182],"distinguish":[87],"from":[90],"interdependent":[91],"ones":[92],"SEMs,":[94],"such":[95],"as":[96],"macro-econometric":[97],"models,":[98],"ecology,":[101],"biology,":[102],"demography,":[103],"so":[105],"forth.":[106],"It":[107],"shown":[109],"that":[110],"system":[116],"crucially":[117],"rests":[118],"possibly":[124],"affect":[125],"equations.":[127],"These":[128],"loops":[129],"associated":[131],"non-null":[134,170],"entries":[135],"Hadamard":[138],"product":[139],"matrices":[141],"encoding":[142],"direct":[144],"indirect":[146],"links":[147],"among":[148],"SEM":[150],"dependent":[151],"variables.":[152],"effectiveness":[154],"feedbacks":[156],"verified":[158],"with":[159],"Wald":[161],"test":[162],"based":[163],"significance":[166],"aforementioned":[169],"entries.":[171],"An":[172],"R":[173],"package,":[174],"SIRE":[175,193],"(System":[176],"Interdependent/Recursive":[178],"Equations),":[179],"completion":[183],"methodological":[186],"analytic":[188],"results":[189],"paper.":[192],"applied":[195],"macroeconomic":[198],"illustrate":[201],"how":[202],"this":[203],"type":[204],"analysis":[206],"proves":[207],"useful":[208],"clarifying":[210],"nature":[212],"complex":[215],"SEMs.":[218]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
