{"data":{"id":"10.6084/m9.figshare.1627939","type":"dois","attributes":{"doi":"10.6084/m9.figshare.1627939","prefix":"10.6084","suffix":"m9.figshare.1627939","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Conti, Pier Luigi","nameType":"Personal","givenName":"Pier Luigi","familyName":"Conti","affiliation":[],"nameIdentifiers":[]},{"name":"Marella, Daniela","nameType":"Personal","givenName":"Daniela","familyName":"Marella","affiliation":[],"nameIdentifiers":[]},{"name":"Scanu, Mauro","nameType":"Personal","givenName":"Mauro","familyName":"Scanu","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Statistical Matching Analysis for Complex Survey Data With Applications"}],"publisher":"Taylor \u0026 Francis","container":{},"publicationYear":2019,"subjects":[{"subject":"Space Science"},{"subject":"Medicine"},{"subject":"Biotechnology"},{"subject":"59999 Environmental Sciences not elsewhere classified","subjectScheme":"FOR"},{"subject":"FOS: Earth and related environmental sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Earth and related environmental sciences","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"80699 Information Systems not elsewhere classified","subjectScheme":"FOR"},{"subject":"FOS: Computer and information sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Computer and information sciences","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"19999 Mathematical Sciences not elsewhere classified","subjectScheme":"FOR"},{"subject":"FOS: Mathematics","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Mathematics","subjectScheme":"Fields of Science and Technology (FOS)"}],"contributors":[],"dates":[{"date":"2015-12-23","dateType":"Created"},{"date":"2019-10-25","dateType":"Updated"},{"date":"2019","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"10.1080/01621459.2015.1112803","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["223018 Bytes"],"formats":[],"version":null,"rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The goal of statistical matching is the estimation of a joint distribution having observed only samples from its marginals. The lack of joint observations on the variables of interest is the reason of uncertainty about the joint population distribution function. In the present article, the notion of matching error is introduced, and upper-bounded via an appropriate measure of uncertainty. Then, an estimate of the distribution function for the variables not jointly observed is constructed on the basis of a modification of the conditional independence assumption in the presence of logical constraints. The corresponding measure of uncertainty is estimated via sample data. Finally, a simulation study is performed, and an application to a real case is provided. Supplementary materials for this article are available online.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://tandf.figshare.com/articles/dataset/Statistical_matching_analysis_for_complex_survey_data_with_applications/1627939/2","contentUrl":null,"metadataVersion":48,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":6,"viewsOverTime":[{"yearMonth":"2025-03","total":3},{"yearMonth":"2025-03","total":3}],"downloadCount":0,"downloadsOverTime":[{"yearMonth":"2025-03","total":0},{"yearMonth":"2025-03","total":0}],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2015-12-23T01:10:59.000Z","registered":"2015-12-23T01:11:00.000Z","published":"2019","updated":"2025-04-01T05:40:31.000Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}},"provider":{"data":{"id":"otjm","type":"providers"}},"media":{"data":{"id":"10.6084/m9.figshare.1627939","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}