{"id":"https://openalex.org/W2111845283","doi":"https://doi.org/10.1177/0160017610386482","title":"Spatial Filtering and Eigenvector Stability: Space-Time Models for German Unemployment Data","display_name":"Spatial Filtering and Eigenvector Stability: Space-Time Models for German Unemployment Data","publication_year":2010,"publication_date":"2010-12-30","ids":{"openalex":"https://openalex.org/W2111845283","doi":"https://doi.org/10.1177/0160017610386482","mag":"2111845283"},"language":"en","primary_location":{"id":"doi:10.1177/0160017610386482","doi":"https://doi.org/10.1177/0160017610386482","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0160017610386482","pdf_url":null,"source":{"id":"https://openalex.org/S126936603","display_name":"International Regional Science Review","issn_l":"0160-0176","issn":["0160-0176","1552-6925"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"International Regional Science Review","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.rcea.org/RePEc/pdf/wp02_09.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011724598","display_name":"Roberto Patuelli","orcid":"https://orcid.org/0000-0003-1908-4307","observed_orcids":["https://orcid.org/0000-0003-1908-4307"]},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["CH","IT"],"is_corresponding":true,"raw_author_name":"Roberto Patuelli","raw_affiliation_strings":["Institute for Economic Research (IRE), University of Lugano, Switzerland","The Rimini Centre for Economic Analysis, Italy","University of Bologna - Department of Economics; University of Bologna - Rimini Center for Economic Analysis (RCEA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Economic Research (IRE), University of Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]},{"raw_affiliation_string":"The Rimini Centre for Economic Analysis, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Bologna - Department of Economics; University of Bologna - Rimini Center for Economic Analysis (RCEA)","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047557932","display_name":"Daniel A. Griffith","orcid":"https://orcid.org/0000-0001-5125-6450","observed_orcids":["https://orcid.org/0000-0001-5125-6450"]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel A. Griffith","raw_affiliation_strings":["School of Economic, Political and Policy Sciences, University of Texas at Dallas, TX, USA","University of Texas at Dallas School of Economic, Political and Policy Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economic, Political and Policy Sciences, University of Texas at Dallas, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas School of Economic, Political and Policy Sciences","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044132825","display_name":"Michael Tiefelsdorf","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Tiefelsdorf","raw_affiliation_strings":["School of Economic, Political and Policy Sciences, University of Texas at Dallas, TX, USA","University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economic, Political and Policy Sciences, University of Texas at Dallas, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009404760","display_name":"Peter J. Nijkamp","orcid":"https://orcid.org/0000-0002-4068-8132","observed_orcids":["https://orcid.org/0000-0002-4068-8132"]},"institutions":[{"id":"https://openalex.org/I198488067","display_name":"Tinbergen Institute","ror":"https://ror.org/054xxtt73","country_code":"NL","type":"education","lineage":["https://openalex.org/I198488067"]},{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter Nijkamp","raw_affiliation_strings":["Department of Spatial Economics, VU University Amsterdam, The Netherlands","VU University of Amsterdam - Department of Spatial Economics; Tinbergen Institute - Tinbergen Institute Amsterdam (TIA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Spatial Economics, VU University Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]},{"raw_affiliation_string":"VU University of Amsterdam - Department of Spatial Economics; Tinbergen Institute - Tinbergen Institute Amsterdam (TIA)","institution_ids":["https://openalex.org/I198488067","https://openalex.org/I865915315","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011724598"],"corresponding_institution_ids":["https://openalex.org/I57201433","https://openalex.org/I9360294"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":18.8614,"has_fulltext":true,"cited_by_count":80,"citation_normalized_percentile":{"value":0.99032317,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"34","issue":"2","first_page":"253","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":1.0,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":1.0,"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/T14051","display_name":"Regional Economic Trends and Sectoral Structure","score":9.999999747378752e-05,"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/T11014","display_name":"Agglomeration and Urban Systems","score":0.0,"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/spatial-filtering","display_name":"spatial filtering","score":0.9829999804496765},{"id":"https://openalex.org/keywords/spatial-autocorrelation","display_name":"spatial autocorrelation","score":0.9399999976158142},{"id":"https://openalex.org/keywords/regional-unemployment","display_name":"regional unemployment","score":0.7049999833106995},{"id":"https://openalex.org/keywords/german-districts","display_name":"German districts","score":0.7400000095367432},{"id":"https://openalex.org/keywords/nuts-3-regions","display_name":"NUTS 3 regions","score":0.925000011920929},{"id":"https://openalex.org/keywords/spatial-econometrics","display_name":"spatial econometrics","score":0.5320000052452087},{"id":"https://openalex.org/keywords/regional-economic-forecasting","display_name":"regional economic forecasting","score":0.6809999942779541}],"concepts":[{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.7895092964172363},{"id":"https://openalex.org/C97144632","wikidata":"https://www.wikidata.org/wiki/Q7574062","display_name":"Spatial econometrics","level":2,"score":0.735503077507019},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6905244588851929},{"id":"https://openalex.org/C138695830","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial dependence","level":2,"score":0.5588680505752563},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.5432828664779663},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4304124712944031},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.42263680696487427},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4212665259838104},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.41284915804862976},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3775879740715027},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3471267819404602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3016643524169922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27843090891838074},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.27534356713294983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1389845609664917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08813527226448059},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":12,"locations":[{"id":"doi:10.1177/0160017610386482","doi":"https://doi.org/10.1177/0160017610386482","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0160017610386482","pdf_url":null,"source":{"id":"https://openalex.org/S126936603","display_name":"International Regional Science Review","issn_l":"0160-0176","issn":["0160-0176","1552-6925"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"International Regional Science Review","raw_type":"journal-article"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/cd080bb1-6d01-4288-9eb1-17aadc6d9919","doi":null,"is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/cd080bb1-6d01-4288-9eb1-17aadc6d9919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Patuelli, R, Griffith, D A, Tiefelsdorf, M & Nijkamp, P 2011, 'Spatial Filtering and Eigenvector Stability: Space-time Models for German Unemployment Data', International Regional Science Review, vol. 34, no. 2, pp. 253-280. https://doi.org/10.1177/0160017610386482","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:lug:wpaper:0902","doi":null,"is_oa":false,"landing_page_url":"http://doc.rero.ch/lm.php?url=1000,42,6,20090202171013-NN/wp0902.pdf","pdf_url":"http://doc.rero.ch/lm.php?url=1000,42,6,20090202171013-NN/wp0902.pdf","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,"listed_in":[],"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:RePEc:rim:rimwps:02_09","doi":null,"is_oa":true,"landing_page_url":"http://www.rcea.org/RePEc/pdf/wp02_09.pdf","pdf_url":"http://www.rcea.org/RePEc/pdf/wp02_09.pdf","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,"listed_in":[],"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:doc.rero.ch:20090202171013-NN","doi":null,"is_oa":false,"landing_page_url":"http://doc.rero.ch/record/11365/files/wp0902.pdf","pdf_url":"http://doc.rero.ch/record/11365/files/wp0902.pdf","source":{"id":"https://openalex.org/S4306400148","display_name":"reroDoc Digital Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.868.8605","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.868.8605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://irx.sagepub.com/content/34/2/253.full.pdf","raw_type":"text"},{"id":"mag:2111845283","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1679943","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},{"id":"mag:3123192144","doi":null,"is_oa":false,"landing_page_url":"https://econpapers.repec.org/RePEc:rim:rimwps:02_09","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,"listed_in":[],"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":"RePEc: Research Papers in Economics","raw_type":null},{"id":"pmh:oai:RePEc:sae:inrsre:v:34:y:2011:i:2:p:253-280","doi":null,"is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/0160017610386482","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,"listed_in":[],"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":"article"},{"id":"pmh:oai:cris.unibo.it:11585/101883","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/101883","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dare.ubvu.vu.nl:1871/36918","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1871/36918","pdf_url":null,"source":{"id":"https://openalex.org/S4306400546","display_name":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"34","raw_type":"Article / Letter to editor"},{"id":"pmh:vu:oai:research.vu.nl:publications/cd080bb1-6d01-4288-9eb1-17aadc6d9919","doi":null,"is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/cd080bb1-6d01-4288-9eb1-17aadc6d9919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Regional Science Review, 34(2), 253 - 280. SAGE Publications Inc.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:RePEc:rim:rimwps:02_09","doi":null,"is_oa":true,"landing_page_url":"http://www.rcea.org/RePEc/pdf/wp02_09.pdf","pdf_url":"http://www.rcea.org/RePEc/pdf/wp02_09.pdf","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,"listed_in":[],"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"},"sustainable_development_goals":[{"score":0.48510000109672546,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319321","display_name":"Institut f\u00fcr Arbeitsmarkt- und Berufsforschung","ror":"https://ror.org/02qcqwf93"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2111845283.pdf","grobid_xml":"https://content.openalex.org/works/W2111845283.grobid-xml"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W12305559","https://openalex.org/W90334641","https://openalex.org/W110918106","https://openalex.org/W182057453","https://openalex.org/W636908629","https://openalex.org/W804892754","https://openalex.org/W887242989","https://openalex.org/W894081143","https://openalex.org/W1483544934","https://openalex.org/W1513618424","https://openalex.org/W1516815297","https://openalex.org/W1532648944","https://openalex.org/W1543208566","https://openalex.org/W1549716303","https://openalex.org/W1561822990","https://openalex.org/W1565240145","https://openalex.org/W1565865495","https://openalex.org/W1566710167","https://openalex.org/W1577405632","https://openalex.org/W1586514646","https://openalex.org/W1595885794","https://openalex.org/W1866615542","https://openalex.org/W1964449090","https://openalex.org/W1965874681","https://openalex.org/W1970795481","https://openalex.org/W1980364837","https://openalex.org/W1984536024","https://openalex.org/W1985817850","https://openalex.org/W2004934538","https://openalex.org/W2006440496","https://openalex.org/W2014581807","https://openalex.org/W2015631359","https://openalex.org/W2024405060","https://openalex.org/W2028226037","https://openalex.org/W2029466128","https://openalex.org/W2044265740","https://openalex.org/W2046431770","https://openalex.org/W2046714450","https://openalex.org/W2049801264","https://openalex.org/W2056156011","https://openalex.org/W2058432185","https://openalex.org/W2063105147","https://openalex.org/W2069549191","https://openalex.org/W2071021834","https://openalex.org/W2071400553","https://openalex.org/W2071522049","https://openalex.org/W2071673199","https://openalex.org/W2079072425","https://openalex.org/W2082129242","https://openalex.org/W2099691504","https://openalex.org/W2099991520","https://openalex.org/W2101083397","https://openalex.org/W2111174809","https://openalex.org/W2124146294","https://openalex.org/W2128469638","https://openalex.org/W2137243679","https://openalex.org/W2142045810","https://openalex.org/W2142635246","https://openalex.org/W2144065792","https://openalex.org/W2144751663","https://openalex.org/W2149510331","https://openalex.org/W2156550802","https://openalex.org/W2156852530","https://openalex.org/W2168374414","https://openalex.org/W2171516726","https://openalex.org/W2172041548","https://openalex.org/W2242393170","https://openalex.org/W2268991135","https://openalex.org/W2346841190","https://openalex.org/W2479198954","https://openalex.org/W2511999972","https://openalex.org/W2609899960","https://openalex.org/W2788046851","https://openalex.org/W3124290248","https://openalex.org/W3124563832","https://openalex.org/W3125055606","https://openalex.org/W4237273943","https://openalex.org/W4237954859","https://openalex.org/W4238306122","https://openalex.org/W4243455742","https://openalex.org/W4301277249"],"related_works":["https://openalex.org/W7015075142","https://openalex.org/W2101083397","https://openalex.org/W2161606982","https://openalex.org/W2110190591","https://openalex.org/W2208256658","https://openalex.org/W2529444640","https://openalex.org/W6940107085","https://openalex.org/W7112046272","https://openalex.org/W7099313118","https://openalex.org/W7095697639"],"abstract_inverted_index":{"Regions,":[0],"independent":[1],"of":[2,6,35,80,117,141,191],"their":[3,16],"geographic":[4],"level":[5],"aggregation,":[7],"are":[8,52,75,105,172],"known":[9],"to":[10,15,27,42,100],"be":[11,25],"interrelated":[12],"partly":[13],"due":[14],"relative":[17],"locations.":[18],"Similar":[19],"economic":[20,46],"performance":[21],"among":[22],"regions":[23],"can":[24],"attributed":[26],"proximity.":[28],"Consequently,":[29],"a":[30,95,114,160],"proper":[31],"understanding,":[32],"and":[33,122],"accounting,":[34],"spatial":[36,49,61,102,119,138,153,178,186],"liaisons":[37],"is":[38],"needed":[39],"in":[40,54,64,72,87,145,159,174,195],"order":[41,99],"effectively":[43],"forecast":[44],"regional":[45,142],"variables.":[47],"Several":[48],"econometric":[50],"techniques":[51],"available":[53],"the":[55,60,78,81,118,124,130,137,148,151,177,184,192,196],"literature,":[56],"which":[57],"deal":[58],"with":[59,77,176],"autocorrelation":[62],"(SAC)":[63],"geographically":[65],"referenced":[66],"data.":[67,197],"The":[68,92,110],"experiments":[69,181],"carried":[70,133],"out":[71],"this":[73],"article":[74],"concerned":[76],"analysis":[79,140],"SAC":[82,194],"observed":[83],"for":[84,189],"unemployment":[85,143],"rates":[86,144],"439":[88],"NUTS-3":[89],"German":[90],"districts.":[91],"authors":[93,111,149],"employ":[94],"semiparametric":[96],"approach\u2014spatial":[97],"filtering\u2014in":[98],"uncover":[101],"patterns":[103],"that":[104,135,183],"consistently":[106],"significant":[107],"over":[108],"time.":[109],"first":[112],"provide":[113],"brief":[115],"overview":[116],"filtering":[120,139],"method":[121],"illustrate":[123],"data":[125],"set.":[126],"Subsequently,":[127],"they":[128],"describe":[129],"empirical":[131],"application":[132],"out:":[134],"is,":[136],"Germany.":[146],"Furthermore,":[147],"exploit":[150],"resulting":[152],"filter":[154],"as":[155,168],"an":[156],"explanatory":[157,165],"variable":[158],"panel":[161],"modeling":[162],"framework.":[163],"Additional":[164],"variables,":[166],"such":[167],"average":[169],"daily":[170],"wages,":[171],"used":[173],"concurrence":[175],"filter.":[179],"Their":[180],"show":[182],"computed":[185],"filters":[187],"account":[188],"most":[190],"residual":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
