<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> .
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<https://discovery.ucl.ac.uk/id/eprint/10123371> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> .
<https://discovery.ucl.ac.uk/id/eprint/10123371> <http://purl.org/dc/terms/title> "Missing at random assumption made more plausible: evidence from the 1958 British birth cohort"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10123371> <http://purl.org/ontology/bibo/abstract> "Objective:\r\nNon-response is unavoidable in longitudinal surveys. The consequences are lower statistical power\r\nand the potential for bias. We implemented a systematic data-driven approach to identify predictors\r\nof non-response in the National Child Development Study (NCDS; 1958 British birth cohort). Such\r\nvariables can help make the missing at random assumption more plausible, which has implications for\r\nthe handling of missing data. /\r\n\r\nStudy Design and Setting:\r\nWe identified predictors of non-response using data from the 11 sweeps (birth to age 55) of the NCDS\r\n(n = 17,415), employing parametric regressions and the LASSO for variable selection. /\r\n\r\nResults:\r\nDisadvantaged socio-economic background in childhood, worse mental health and lower cognitive\r\nability in early life, and lack of civic and social participation in adulthood were consistently associated\r\nwith non-response. Using this information, along with other data from NCDS, we were able to replicate\r\nthe “population distribution” of educational attainment and marital status (derived from external\r\ndata), and the original distributions of key early life characteristics. /\r\n\r\nConclusion:\r\nThe identified predictors of non-response have the potential to improve the plausibility of the missing\r\nat random assumption. They can be straightforwardly used as “auxiliary variables” in analyses with\r\nprincipled methods to reduce bias due to missing data."^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/eprint/10123371> <http://purl.org/dc/terms/date> "2021-08" .
<https://discovery.ucl.ac.uk/id/document/1278324> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> .
<https://discovery.ucl.ac.uk/id/eprint/10123371> <http://purl.org/ontology/bibo/volume> "136" .
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<https://discovery.ucl.ac.uk/id/person/ext-dc91be10f8dc3cc265610d21f91384f3> <http://xmlns.com/foaf/0.1/familyName> "Pongiglione"^^<http://www.w3.org/2001/XMLSchema#string> .
<https://discovery.ucl.ac.uk/id/person/ext-dc91be10f8dc3cc265610d21f91384f3> <http://xmlns.com/foaf/0.1/name> "B Pongiglione"^^<http://www.w3.org/2001/XMLSchema#string> .
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