{"id":"https://openalex.org/W2885195493","doi":"https://doi.org/10.25080/majora-4af1f417-004","title":"The Econ-ARK and HARK: Open Source Tools for Computational Economics","display_name":"The Econ-ARK and HARK: Open Source Tools for Computational Economics","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885195493","doi":"https://doi.org/10.25080/majora-4af1f417-004","mag":"2885195493"},"language":"en","primary_location":{"id":"doi:10.25080/majora-4af1f417-004","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-4af1f417-004","pdf_url":"http://conference.scipy.org/proceedings/scipy2018/pdfs/carroll_et_al.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"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":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2018/pdfs/carroll_et_al.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077792691","display_name":"Christopher D. Carroll","orcid":"https://orcid.org/0000-0003-3732-9312"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I1318617081","display_name":"Woodrow Wilson International Center for Scholars","ror":"https://ror.org/00whzh260","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I1318617081"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher Carroll","raw_affiliation_strings":["|| Johns Hopkins University \u2021 Woodrow Wilson"],"affiliations":[{"raw_affiliation_string":"|| Johns Hopkins University \u2021 Woodrow Wilson","institution_ids":["https://openalex.org/I1318617081","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109364560","display_name":"Alexander Kaufman","orcid":null},"institutions":[{"id":"https://openalex.org/I1318617081","display_name":"Woodrow Wilson International Center for Scholars","ror":"https://ror.org/00whzh260","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I1318617081"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Kaufman","raw_affiliation_strings":["|| Johns Hopkins University \u2021 Woodrow Wilson"],"affiliations":[{"raw_affiliation_string":"|| Johns Hopkins University \u2021 Woodrow Wilson","institution_ids":["https://openalex.org/I1318617081","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015563134","display_name":"Jacqueline Kazil","orcid":null},"institutions":[{"id":"https://openalex.org/I1318617081","display_name":"Woodrow Wilson International Center for Scholars","ror":"https://ror.org/00whzh260","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I1318617081"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacqueline Kazil","raw_affiliation_strings":["|| Johns Hopkins University \u2021 Woodrow Wilson"],"affiliations":[{"raw_affiliation_string":"|| Johns Hopkins University \u2021 Woodrow Wilson","institution_ids":["https://openalex.org/I1318617081","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068355428","display_name":"Nathan Palmer","orcid":"https://orcid.org/0000-0002-4361-207X"},"institutions":[{"id":"https://openalex.org/I4210116209","display_name":"The Ark","ror":"https://ror.org/02dnv4714","country_code":"IE","type":"archive","lineage":["https://openalex.org/I4210116209"]},{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["IE","US"],"is_corresponding":false,"raw_author_name":"Nathan Palmer","raw_affiliation_strings":["Econ-ARK  University of Delaware","Econ-ARK \u00b6 University of Delaware"],"affiliations":[{"raw_affiliation_string":"Econ-ARK  University of Delaware","institution_ids":["https://openalex.org/I4210116209"]},{"raw_affiliation_string":"Econ-ARK \u00b6 University of Delaware","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007325726","display_name":"Matthew N. White","orcid":null},"institutions":[{"id":"https://openalex.org/I1318617081","display_name":"Woodrow Wilson International Center for Scholars","ror":"https://ror.org/00whzh260","country_code":"US","type":"facility","lineage":["https://openalex.org/I103187081","https://openalex.org/I1318617081"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew White","raw_affiliation_strings":["|| Johns Hopkins University \u2021 Woodrow Wilson"],"affiliations":[{"raw_affiliation_string":"|| Johns Hopkins University \u2021 Woodrow Wilson","institution_ids":["https://openalex.org/I1318617081","https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077792691"],"corresponding_institution_ids":["https://openalex.org/I1318617081","https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":1.8674,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89234979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9458000063896179,"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/T12137","display_name":"Economic theories and models","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6909494400024414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.686241090297699},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6092308759689331},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5290421843528748},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5084349513053894},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5082756876945496},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4999728202819824},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.48418715596199036},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4328683614730835},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4173387289047241},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.373651921749115},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19967880845069885},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18477869033813477},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15115010738372803}],"concepts":[{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6909494400024414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.686241090297699},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6092308759689331},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5290421843528748},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5084349513053894},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5082756876945496},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4999728202819824},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48418715596199036},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4328683614730835},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4173387289047241},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.373651921749115},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19967880845069885},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18477869033813477},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15115010738372803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-4af1f417-004","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-4af1f417-004","pdf_url":"http://conference.scipy.org/proceedings/scipy2018/pdfs/carroll_et_al.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"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":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-4af1f417-004","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-4af1f417-004","pdf_url":"http://conference.scipy.org/proceedings/scipy2018/pdfs/carroll_et_al.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"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":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2885195493.pdf","grobid_xml":"https://content.openalex.org/works/W2885195493.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1988463647","https://openalex.org/W2148717491","https://openalex.org/W2158438518","https://openalex.org/W2253894436","https://openalex.org/W3121974814","https://openalex.org/W3125813198","https://openalex.org/W4205474225","https://openalex.org/W4230668035","https://openalex.org/W4387113656","https://openalex.org/W6857177763"],"related_works":["https://openalex.org/W2380602769","https://openalex.org/W2377966044","https://openalex.org/W4285483825","https://openalex.org/W4287250431","https://openalex.org/W4361193297","https://openalex.org/W3148078162","https://openalex.org/W3211999146","https://openalex.org/W4376606818","https://openalex.org/W2365343424","https://openalex.org/W2951005127"],"abstract_inverted_index":{"The":[0],"Economics":[1],"Algorithmic":[2],"Repository":[3],"and":[4,23,51,69,107],"toolKit":[5],"(Econ-ARK)":[6],"aims":[7],"to":[8,34],"become":[9,44],"a":[10,27,36],"focal":[11],"resource":[12],"for":[13,48,52,80],"computational":[14],"economics.":[15],"Its":[16],"first":[17],"'framework,'":[18],"the":[19,62,83,98,103,105],"Heterogeneous":[20],"Agent":[21],"Resources":[22],"Toolkit":[24],"(HARK),":[25],"provides":[26],"modern,":[28],"robust,":[29],"transparent":[30],"set":[31],"of":[32,38,82,85,97],"tools":[33],"solve":[35],"class":[37],"macroeconomic":[39],"models":[40],"whose":[41,56],"usefulness":[42],"has":[43,58],"increasingly":[45],"apparent":[46],"both":[47],"economic":[49],"policy":[50],"research":[53],"purposes,":[54],"but":[55],"adoption":[57],"been":[59],"limited":[60],"because":[61],"existing":[63,99],"literature":[64],"derives":[65],"from":[66],"idiosyncratic,":[67],"hand-crafted,":[68],"often":[70],"impenetrable":[71],"legacy":[72],"code.":[73],"We":[74],"expect":[75],"future":[76],"Econ-ARK":[77],"frameworks":[78],"(e.g.,":[79],"analysis":[81],"transmission":[84],"beliefs":[86],"through":[87],"agents'":[88],"social":[89],"networks)":[90],"will":[91],"draw":[92],"heavily":[93],"on":[94],"key":[95],"elements":[96],"HARK":[100],"framework,":[101],"including":[102],"API,":[104],"structure,":[106],"documentation":[108],"standards.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
