{"id":"https://openalex.org/W3125844339","doi":"https://doi.org/10.1198/jbes.2010.07185","title":"Estimating Income Poverty in the Presence of Missing Data and Measurement Error","display_name":"Estimating Income Poverty in the Presence of Missing Data and Measurement Error","publication_year":2010,"publication_date":"2010-10-13","ids":{"openalex":"https://openalex.org/W3125844339","doi":"https://doi.org/10.1198/jbes.2010.07185","mag":"3125844339"},"language":"en","primary_location":{"id":"doi:10.1198/jbes.2010.07185","doi":"https://doi.org/10.1198/jbes.2010.07185","is_oa":false,"landing_page_url":"https://doi.org/10.1198/jbes.2010.07185","pdf_url":null,"source":{"id":"https://openalex.org/S18095783","display_name":"Journal of Business and Economic Statistics","issn_l":"0735-0015","issn":["0735-0015","1537-2707"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Business & Economic Statistics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043991849","display_name":"Cheti Nicoletti","orcid":"https://orcid.org/0000-0002-7237-2597","observed_orcids":["https://orcid.org/0000-0002-7237-2597"]},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cheti Nicoletti","raw_affiliation_strings":["ISER, University of Essex, Colchester, CO2 8AP, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISER, University of Essex, Colchester, CO2 8AP, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001566581","display_name":"Franco Peracchi","orcid":"https://orcid.org/0000-0002-4532-6173","observed_orcids":["https://orcid.org/0000-0002-4532-6173"]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Peracchi","raw_affiliation_strings":["Faculty of Economics, Tor Vergata University, Rome, RM 00133, Italy and EIEF"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, Tor Vergata University, Rome, RM 00133, Italy and EIEF","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025177634","display_name":"Francesca Foliano","orcid":"https://orcid.org/0000-0003-0145-3434","observed_orcids":["https://orcid.org/0000-0003-0145-3434"]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Foliano","raw_affiliation_strings":["Faculty of Economics, Tor Vergata University, Rome, RM 00133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, Tor Vergata University, Rome, RM 00133, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.4394,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9765679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"61","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10446","display_name":"Income, Poverty, and Inequality","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10446","display_name":"Income, Poverty, and Inequality","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11539","display_name":"Survey Methodology and Nonresponse","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.9660000205039978},{"id":"https://openalex.org/keywords/measurement-error","display_name":"measurement error","score":0.996999979019165},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"upper and lower bounds","score":0.8349999785423279},{"id":"https://openalex.org/keywords/misclassification-probability","display_name":"misclassification probability","score":0.7149999737739563},{"id":"https://openalex.org/keywords/european-community-household-panel","display_name":"European Community Household Panel","score":0.8100000023841858},{"id":"https://openalex.org/keywords/survey-data-reliability","display_name":"survey data reliability","score":0.8450000286102295}],"concepts":[{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.84843909740448},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6778697967529297},{"id":"https://openalex.org/C162144332","wikidata":"https://www.wikidata.org/wiki/Q1665305","display_name":"Instrumental variable","level":2,"score":0.6059951186180115},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5783937573432922},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5332469940185547},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5081801414489746},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4907313585281372},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.487193763256073},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4338514804840088},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3538927435874939},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.136319100856781},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.11641088128089905},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07062789797782898},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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":3,"locations":[{"id":"doi:10.1198/jbes.2010.07185","doi":"https://doi.org/10.1198/jbes.2010.07185","is_oa":false,"landing_page_url":"https://doi.org/10.1198/jbes.2010.07185","pdf_url":null,"source":{"id":"https://openalex.org/S18095783","display_name":"Journal of Business and Economic Statistics","issn_l":"0735-0015","issn":["0735-0015","1537-2707"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Business & Economic Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:bes:jnlbes:v:29:i:1:y:2011:p:61-72","doi":null,"is_oa":false,"landing_page_url":"http://pubs.amstat.org/doi/abs/10.1198/jbes.2010.07185","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:RePEc:taf:jnlbes:v:29:y:2011:i:1:p:61-72","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1198/jbes.2010.07185","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":1.0,"display_name":"No poverty"},{"id":"https://metadata.un.org/sdg/10","score":0.7307999730110168,"display_name":"Reduced inequalities"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/1","score":0.7900000214576721,"display_name":"No poverty"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8651872600","display_name":null,"funder_award_id":"ES/H00811X/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"}],"funders":[{"id":"https://openalex.org/F4320334630","display_name":"Economic and Social Research Council","ror":"https://ror.org/03n0ht308"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W121803457","https://openalex.org/W182629641","https://openalex.org/W194830425","https://openalex.org/W1491146589","https://openalex.org/W1493044792","https://openalex.org/W1544362532","https://openalex.org/W1566412798","https://openalex.org/W1572461222","https://openalex.org/W1574539612","https://openalex.org/W1578117363","https://openalex.org/W1599840058","https://openalex.org/W1603040197","https://openalex.org/W1873057782","https://openalex.org/W1966477621","https://openalex.org/W1987296535","https://openalex.org/W1994211056","https://openalex.org/W2000154723","https://openalex.org/W2005478699","https://openalex.org/W2007283076","https://openalex.org/W2010917844","https://openalex.org/W2024020999","https://openalex.org/W2024373130","https://openalex.org/W2039468635","https://openalex.org/W2043946698","https://openalex.org/W2044758663","https://openalex.org/W2052146897","https://openalex.org/W2053366786","https://openalex.org/W2108609278","https://openalex.org/W2111067550","https://openalex.org/W2116644247","https://openalex.org/W2118502261","https://openalex.org/W2119240586","https://openalex.org/W2139774354","https://openalex.org/W2148273822","https://openalex.org/W2155591630","https://openalex.org/W2159240563","https://openalex.org/W2163770163","https://openalex.org/W2260887458","https://openalex.org/W2322069134","https://openalex.org/W2608701802","https://openalex.org/W2612003992","https://openalex.org/W2796545534","https://openalex.org/W3121466867","https://openalex.org/W3123918203","https://openalex.org/W3124223012","https://openalex.org/W3124540394","https://openalex.org/W4211101039"],"related_works":["https://openalex.org/W2784329230","https://openalex.org/W180271852","https://openalex.org/W2032770728","https://openalex.org/W2012618385","https://openalex.org/W2051685229","https://openalex.org/W1600472414","https://openalex.org/W1869547748","https://openalex.org/W2475066954","https://openalex.org/W3126026903","https://openalex.org/W3087979089"],"abstract_inverted_index":{"Reliable":[0],"measures":[1,26],"of":[2,23,74,110],"poverty":[3,25,48,62,100,111],"are":[4,32],"an":[5,68],"essential":[6],"statistical":[7],"tool":[8],"for":[9,59,98,124],"public":[10],"policies":[11],"aimed":[12],"at":[13],"reducing":[14],"poverty.":[15],"In":[16],"this":[17,125],"article":[18,126],"we":[19,95],"consider":[20],"the":[21,46,60,65,72,90,99,108,131],"reliability":[22],"income":[24],"based":[27],"on":[28,71],"survey":[29],"data":[30,37,117],"which":[31],"typically":[33],"plagued":[34],"by":[35],"missing":[36,116],"and":[38,56,79,81,106,118],"measurement":[39,119],"error.":[40],"Neglecting":[41],"these":[42],"problems":[43],"can":[44],"bias":[45],"estimated":[47],"rates.":[49],"We":[50],"show":[51],"how":[52],"to":[53,115],"derive":[54],"upper":[55,69],"lower":[57],"bounds":[58,97],"population":[61],"rate":[63,101],"using":[64,89],"sample":[66],"evidence,":[67],"bound":[70],"probability":[73],"misclassifying":[75],"people":[76],"into":[77],"poor":[78],"nonpoor,":[80],"instrumental":[82,85],"or":[83],"monotone":[84],"variable":[86],"assumptions.":[87],"By":[88],"European":[91,104],"Community":[92],"Household":[93],"Panel,":[94],"compute":[96],"in":[102],"10":[103],"countries":[105,114],"study":[107],"sensitivity":[109],"comparisons":[112],"across":[113],"error":[120],"problems.":[121],"Supplemental":[122],"materials":[123],"may":[127],"be":[128],"downloaded":[129],"from":[130],"JBES":[132],"website.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}