FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3005668822> ?p ?o ?g. }

• W3005668822 endingPage "348" @default.
• W3005668822 startingPage "322" @default.
• W3005668822 abstract "The integration of different data sources is a widely discussed topic among both the researchers and the Official Statistics. Integrating data helps to contain costs and time required by new data collections. The non-parametric micro Statistical Matching (SM) allows to integrate 'live' data resorting only to the observed information, potentially avoiding the misspecification bias and speeding the computational effort. Despite these pros, the assessment of the integration goodness when we use this method is not robust. Moreover, several applications comply with some commonly accepted practices which recommend e.g. to use the biggest data set as donor. We propose a validation strategy to assess the integration goodness. We apply it to investigate these practices and to explore how different combinations of the SM techniques and distance functions perform in terms of the reliability of the synthetic (complete) data set generated. The validation strategy takes advantage of the relation existing among the variables pre-and-post the integration. The results show that 'the biggest, the best' rule must not be considered mandatory anymore. Indeed, the integration goodness increases in relation to the variability of the matching variables rather than with respect to the dimensionality ratio between the recipient and the donor data set." @default.
• W3005668822 created "2020-02-24" @default.
• W3005668822 creator A5011804567 @default.
• W3005668822 creator A5029246192 @default.
• W3005668822 date "2020-02-12" @default.
• W3005668822 modified "2023-09-26" @default.
• W3005668822 title "How much reliable are the integrated ‘live’ data? A validation strategy proposal for the non-parametric micro statistical matching" @default.
• W3005668822 cites W1524725633 @default.
• W3005668822 cites W1560792291 @default.
• W3005668822 cites W1753834943 @default.
• W3005668822 cites W1972163255 @default.
• W3005668822 cites W1999508687 @default.
• W3005668822 cites W2014971571 @default.
• W3005668822 cites W2030471388 @default.
• W3005668822 cites W2040305978 @default.
• W3005668822 cites W2044022210 @default.
• W3005668822 cites W2056884786 @default.
• W3005668822 cites W2078965693 @default.
• W3005668822 cites W2091865226 @default.
• W3005668822 cites W2100358124 @default.
• W3005668822 cites W2150200001 @default.
• W3005668822 cites W2162313689 @default.
• W3005668822 cites W228425655 @default.
• W3005668822 cites W2531345770 @default.
• W3005668822 cites W2603671394 @default.
• W3005668822 cites W2784553750 @default.
• W3005668822 cites W3103599873 @default.
• W3005668822 cites W3123836372 @default.
• W3005668822 cites W4242068731 @default.
• W3005668822 cites W4254148532 @default.
• W3005668822 doi "https://doi.org/10.1080/02664763.2020.1724272" @default.
• W3005668822 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35707693" @default.
• W3005668822 hasPublicationYear "2020" @default.
• W3005668822 type Work @default.
• W3005668822 sameAs 3005668822 @default.
• W3005668822 citedByCount "3" @default.
• W3005668822 countsByYear W30056688222021 @default.
• W3005668822 countsByYear W30056688222023 @default.
• W3005668822 crossrefType "journal-article" @default.
• W3005668822 hasAuthorship W3005668822A5011804567 @default.
• W3005668822 hasAuthorship W3005668822A5029246192 @default.
• W3005668822 hasBestOaLocation W30056688222 @default.
• W3005668822 hasConcept C105795698 @default.
• W3005668822 hasConcept C111030470 @default.
• W3005668822 hasConcept C117251300 @default.
• W3005668822 hasConcept C119857082 @default.
• W3005668822 hasConcept C121332964 @default.
• W3005668822 hasConcept C124101348 @default.
• W3005668822 hasConcept C132480984 @default.
• W3005668822 hasConcept C154945302 @default.
• W3005668822 hasConcept C163258240 @default.
• W3005668822 hasConcept C165064840 @default.
• W3005668822 hasConcept C177264268 @default.
• W3005668822 hasConcept C199360897 @default.
• W3005668822 hasConcept C25343380 @default.
• W3005668822 hasConcept C33923547 @default.
• W3005668822 hasConcept C41008148 @default.
• W3005668822 hasConcept C43214815 @default.
• W3005668822 hasConcept C58489278 @default.
• W3005668822 hasConcept C62520636 @default.
• W3005668822 hasConcept C72634772 @default.
• W3005668822 hasConceptScore W3005668822C105795698 @default.
• W3005668822 hasConceptScore W3005668822C111030470 @default.
• W3005668822 hasConceptScore W3005668822C117251300 @default.
• W3005668822 hasConceptScore W3005668822C119857082 @default.
• W3005668822 hasConceptScore W3005668822C121332964 @default.
• W3005668822 hasConceptScore W3005668822C124101348 @default.
• W3005668822 hasConceptScore W3005668822C132480984 @default.
• W3005668822 hasConceptScore W3005668822C154945302 @default.
• W3005668822 hasConceptScore W3005668822C163258240 @default.
• W3005668822 hasConceptScore W3005668822C165064840 @default.
• W3005668822 hasConceptScore W3005668822C177264268 @default.
• W3005668822 hasConceptScore W3005668822C199360897 @default.
• W3005668822 hasConceptScore W3005668822C25343380 @default.
• W3005668822 hasConceptScore W3005668822C33923547 @default.
• W3005668822 hasConceptScore W3005668822C41008148 @default.
• W3005668822 hasConceptScore W3005668822C43214815 @default.
• W3005668822 hasConceptScore W3005668822C58489278 @default.
• W3005668822 hasConceptScore W3005668822C62520636 @default.
• W3005668822 hasConceptScore W3005668822C72634772 @default.
• W3005668822 hasIssue "2" @default.
• W3005668822 hasLocation W30056688221 @default.
• W3005668822 hasLocation W30056688222 @default.
• W3005668822 hasLocation W30056688223 @default.
• W3005668822 hasOpenAccess W3005668822 @default.
• W3005668822 hasPrimaryLocation W30056688221 @default.
• W3005668822 hasRelatedWork W2030388591 @default.
• W3005668822 hasRelatedWork W2091018730 @default.
• W3005668822 hasRelatedWork W2145759443 @default.
• W3005668822 hasRelatedWork W2172200718 @default.
• W3005668822 hasRelatedWork W2250140425 @default.
• W3005668822 hasRelatedWork W2734587838 @default.
• W3005668822 hasRelatedWork W2894024364 @default.
• W3005668822 hasRelatedWork W4313424566 @default.
• W3005668822 hasRelatedWork W4323715263 @default.
• W3005668822 hasRelatedWork W4385801250 @default.
• W3005668822 hasVolume "48" @default.
• W3005668822 isParatext "false" @default.

• next