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Improving prevalence estimation through data fusion: methods and validation
dc.contributor.author | Aluja Banet, Tomàs |
dc.contributor.author | Daunis Estadella, Josep |
dc.contributor.author | Brunsó, Núria |
dc.contributor.author | Mompart Penina, Anna |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa |
dc.date.accessioned | 2015-11-30T12:18:37Z |
dc.date.available | 2015-11-30T12:18:37Z |
dc.date.issued | 2015-06-24 |
dc.identifier.citation | Aluja, T., Daunis, J., Brunsó, N., Mompart, A. Improving prevalence estimation through data fusion: methods and validation. "BMC medical informatics and decision making", 24 Juny 2015, vol. 2015, p. 15-49. |
dc.identifier.issn | 1472-6947 |
dc.identifier.uri | http://hdl.handle.net/2117/80031 |
dc.description.abstract | Estimation of health prevalences is usually performed with a single survey. Some attempts have been made to integrate more than one source of data. We propose here to validate this approach through data fusion. Data Fusion is the process of integrating two sources of data into one combined file. It allows us to take even greater advantage of existing information collected in databases. Here, we use data fusion to improve the estimation of health prevalences for two primary health factors: cardiovascular diseases and diabetes. |
dc.format.extent | 35 p. |
dc.language.iso | eng |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Probabilitat |
dc.subject.lcsh | Combinatorial probabilities |
dc.subject.other | Population surveys |
dc.subject.other | Prevalences |
dc.subject.other | Diabetes |
dc.subject.other | Cardio vascular diseases |
dc.subject.other | Multiple imputation |
dc.subject.other | Sequential regression |
dc.title | Improving prevalence estimation through data fusion: methods and validation |
dc.type | Article |
dc.subject.lemac | Probabilitats |
dc.contributor.group | Universitat Politècnica de Catalunya. MPI - Modelització i Processament de la Informació |
dc.identifier.doi | 10.1186/s12911-015-0169-z |
dc.description.peerreviewed | Peer Reviewed |
dc.subject.ams | Classificació AMS::60 Probability theory and stochastic processes::60C05 Combinatorial probability |
dc.relation.publisherversion | http://www.biomedcentral.com/1472-6947/15/49 |
dc.rights.access | Open Access |
local.identifier.drac | 16653306 |
dc.description.version | Postprint (published version) |
local.citation.author | Aluja, T.; Daunis, J.; Brunsó, N.; Mompart, A. |
local.citation.publicationName | BMC medical informatics and decision making |
local.citation.volume | 2015 |
local.citation.startingPage | 15 |
local.citation.endingPage | 49 |
dc.identifier.pmid | 26104747 |
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