Statistical analysis of controlled calibration model with replicates

dc.creatorBlas, B
dc.creatorBolfarine, H
dc.creatorLachos, VH
dc.date2013
dc.dateMAY 1
dc.date2014-07-30T20:02:46Z
dc.date2015-11-26T16:57:28Z
dc.date2014-07-30T20:02:46Z
dc.date2015-11-26T16:57:28Z
dc.date.accessioned2018-03-28T23:45:03Z
dc.date.available2018-03-28T23:45:03Z
dc.identifierJournal Of Statistical Computation And Simulation. Taylor & Francis Ltd, v. 83, n. 5, n. 939, n. 959, 2013.
dc.identifier0094-9655
dc.identifierWOS:000318071900010
dc.identifier10.1080/00949655.2011.643410
dc.identifierhttp://www.repositorio.unicamp.br/jspui/handle/REPOSIP/74575
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/74575
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1277676
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionIn this work, we generalize the controlled calibration model by assuming replication on both variables. Likelihood-based methodology is used to estimate the model parameters and the Fisher information matrix is used to construct confidence intervals for the unknown value of the regressor variable. Further, we study the local influence diagnostic method which is based on the conditional expectation of the complete-data log-likelihood function related to the EM algorithm. Some useful perturbation schemes are discussed. A simulation study is carried out to assess the effect of the measurement error on the estimation of the parameter of interest. This new approach is illustrated with a real data set.
dc.description83
dc.description5
dc.description939
dc.description959
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionBrazilian educational agency: FACEPE
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionFAPESP [2010/012465]
dc.descriptionCNPq [308109/2008-2]
dc.languageen
dc.publisherTaylor & Francis Ltd
dc.publisherAbingdon
dc.publisherInglaterra
dc.relationJournal Of Statistical Computation And Simulation
dc.relationJ. Stat. Comput. Simul.
dc.rightsfechado
dc.rightshttp://journalauthors.tandf.co.uk/permissions/reusingOwnWork.asp
dc.sourceWeb of Science
dc.subjectlocal influence
dc.subjectregression model
dc.subjectlinear calibration model
dc.subjectmeasurement error model
dc.subjectBerkson model
dc.subjectLocal Influence
dc.subjectIncomplete-data
dc.titleStatistical analysis of controlled calibration model with replicates
dc.typeArtículos de revistas


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