{"id":"https://openalex.org/W581521858","doi":"https://doi.org/10.68479/001c.9126","title":"Regression Analysis of Spatial Data","display_name":"Regression Analysis of Spatial Data","publication_year":1997,"publication_date":"1997-07-01","ids":{"openalex":"https://openalex.org/W581521858","doi":"https://doi.org/10.68479/001c.9126","mag":"581521858"},"language":"en","primary_location":{"id":"doi:10.68479/001c.9126","doi":"https://doi.org/10.68479/001c.9126","is_oa":false,"landing_page_url":"https://doi.org/10.68479/001c.9126","pdf_url":null,"source":{"id":"https://openalex.org/S2764372048","display_name":"Journal of Regional Analysis & Policy","issn_l":"1090-4999","issn":["1090-4999","2376-5003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315950","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/P4310315950"],"host_organization_lineage_names":["University of Nebraska\u2013Lincoln"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Regional Analysis &amp; Policy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.22004/ag.econ.130445","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053526422","display_name":"James Paul LeSage","orcid":"https://orcid.org/0000-0002-5887-6983","observed_orcids":["https://orcid.org/0000-0002-5887-6983"]},"institutions":[{"id":"https://openalex.org/I90871651","display_name":"University of Toledo","ror":"https://ror.org/01pbdzh19","country_code":"US","type":"education","lineage":["https://openalex.org/I90871651"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James P. LeSage","raw_affiliation_strings":["University of Toledo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toledo","institution_ids":["https://openalex.org/I90871651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053526422"],"corresponding_institution_ids":["https://openalex.org/I90871651"],"apc_list":null,"apc_paid":null,"fwci":2.1432,"has_fulltext":false,"cited_by_count":132,"citation_normalized_percentile":{"value":0.88456167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"2","first_page":"83","last_page":"94"},"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/T11014","display_name":"Regional Economics and Spatial Analysis","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"}},{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.0,"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/spatial-regression","display_name":"spatial regression","score":0.8769999742507935},{"id":"https://openalex.org/keywords/spatial-econometrics","display_name":"spatial econometrics","score":0.7549999952316284},{"id":"https://openalex.org/keywords/spatial-dependence","display_name":"spatial dependence","score":0.746999979019165},{"id":"https://openalex.org/keywords/spatial-autocorrelation","display_name":"spatial autocorrelation","score":0.7699999809265137}],"concepts":[{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.7031453251838684},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6327195167541504},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6068682074546814},{"id":"https://openalex.org/C138695830","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial dependence","level":2,"score":0.5495176315307617},{"id":"https://openalex.org/C68767595","wikidata":"https://www.wikidata.org/wiki/Q1677999","display_name":"Contiguity","level":2,"score":0.5462815165519714},{"id":"https://openalex.org/C2778873167","wikidata":"https://www.wikidata.org/wiki/Q59434791","display_name":"Payroll","level":2,"score":0.5422666072845459},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5088396668434143},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4973292648792267},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4712161123752594},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.4453302323818207},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4167449474334717},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.41021743416786194},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30830758810043335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29919296503067017},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21846464276313782},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.68479/001c.9126","doi":"https://doi.org/10.68479/001c.9126","is_oa":false,"landing_page_url":"https://doi.org/10.68479/001c.9126","pdf_url":null,"source":{"id":"https://openalex.org/S2764372048","display_name":"Journal of Regional Analysis & Policy","issn_l":"1090-4999","issn":["1090-4999","2376-5003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315950","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/P4310315950"],"host_organization_lineage_names":["University of Nebraska\u2013Lincoln"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Regional Analysis &amp; Policy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:ags:jrapmc:130445","doi":null,"is_oa":false,"landing_page_url":"https://ageconsearch.umn.edu/record/130445/files/27-2-7.pdf","pdf_url":"https://ageconsearch.umn.edu/record/130445/files/27-2-7.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":"article"},{"id":"mag:581521858","doi":null,"is_oa":false,"landing_page_url":"https://ageconsearch.umn.edu/record/130445/files/27-2-7.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\u0098The \u009cjournal of regional analysis & policy","raw_type":null},{"id":"pmh:oai:ageconsearch.umn.edu:130445","doi":null,"is_oa":false,"landing_page_url":"http://ageconsearch.umn.edu/record/130445","pdf_url":null,"source":{"id":"https://openalex.org/S4306401616","display_name":"AgEcon Search (University of Minnesota, USA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210120349","host_organization_name":"University of Minnesota Rochester","host_organization_lineage":["https://openalex.org/I4210120349"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ageconsearch.umn.edu/record/130445","raw_type":"Text"},{"id":"doi:10.22004/ag.econ.130445","doi":"https://doi.org/10.22004/ag.econ.130445","is_oa":true,"landing_page_url":"https://doi.org/10.22004/ag.econ.130445","pdf_url":null,"source":{"id":"https://openalex.org/S4306401616","display_name":"AgEcon Search (University of Minnesota, USA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210120349","host_organization_name":"University of Minnesota Rochester","host_organization_lineage":["https://openalex.org/I4210120349"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.22004/ag.econ.130445","doi":"https://doi.org/10.22004/ag.econ.130445","is_oa":true,"landing_page_url":"https://doi.org/10.22004/ag.econ.130445","pdf_url":null,"source":{"id":"https://openalex.org/S4306401616","display_name":"AgEcon Search (University of Minnesota, USA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210120349","host_organization_name":"University of Minnesota Rochester","host_organization_lineage":["https://openalex.org/I4210120349"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3193768065","https://openalex.org/W2042812801","https://openalex.org/W2171101181","https://openalex.org/W2331189472","https://openalex.org/W1988186375","https://openalex.org/W2971910106","https://openalex.org/W2198793491","https://openalex.org/W2021919452","https://openalex.org/W2901539652","https://openalex.org/W2060228067"],"abstract_inverted_index":{"Practitioners":[0],"of":[1,10,36,66],"regional":[2,11],"science":[3],"often":[4],"are":[5,22],"engaged":[6],"in":[7,19,39,69,97],"statistical":[8],"analysis":[9,71],"data":[12],"samples":[13],"collected":[14],"with":[15,117,125],"reference":[16],"to":[17,75,93],"points":[18],"space.":[20],"Examples":[21],"cross-sectional":[23,31,118],"observations":[24,32,68],"on":[25,58],"county-level":[26],"income,":[27],"employment":[28,44],"or":[29,45,53],"payroll,":[30],"from":[33],"a":[34,40,59,83,107,112],"group":[35],"neighboring":[37],"states":[38],"region,":[41],"and":[42,127,132],"firm-level":[43],"payroll":[46],"where":[47],"we":[48],"know":[49],"the":[50,63],"firm":[51],"address":[52],"an":[54],"approximate":[55],"location":[56],"based":[57],"postal":[60],"code.":[61],"Ignoring":[62],"spatial":[64,87,95,102],"configuration":[65],"sample":[67],"regression":[70,98],"has":[72],"been":[73],"found":[74],"produce":[76],"residuals":[77],"that":[78,100,106,115],"vary":[79],"systematically":[80],"over":[81],"space,":[82],"phenomenon":[84],"known":[85],"as":[86,122,124],"autocorrelation.":[88],"This":[89],"paper":[90],"illustrates":[91],"how":[92],"incorporate":[94],"information":[96],"relationships":[99],"exhibit":[101],"auto-correlation.":[103],"I":[104],"argue":[105],"simple":[108],"contiguity":[109],"matrix":[110],"provides":[111],"unified":[113],"approach":[114],"works":[116],"continuous":[119],"linear":[120],"relationships,":[121],"well":[123],"binary":[126],"censored":[128],"dependent":[129],"variable":[130],"problems":[131],"autoregressive":[133],"time":[134],"series":[135],"relationships.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":7}],"updated_date":"2026-10-24T09:50:30.924529","created_date":"2016-06-24T00:00:00"}
