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http://hdl.handle.net/1942/11253
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DC Field | Value | Language |
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dc.contributor.author | ASSAM NKOUIBERT, Pryseley | - |
dc.contributor.author | Mintiens, Koen | - |
dc.contributor.author | Knapen, Katia | - |
dc.contributor.author | Van de Stede, Yves | - |
dc.contributor.author | MOLENBERGHS, Geert | - |
dc.date.accessioned | 2010-10-13T14:52:53Z | - |
dc.date.available | NO_RESTRICTION | - |
dc.date.available | 2010-10-13T14:52:53Z | - |
dc.date.issued | 2010 | - |
dc.identifier.citation | JOURNAL OF APPLIED STATISTICS, 37 (10). p. 1729-1747 | - |
dc.identifier.issn | 0266-4763 | - |
dc.identifier.uri | http://hdl.handle.net/1942/11253 | - |
dc.description.abstract | Quality control relies heavily on the use of formal assessment metrics. In this paper, for the context of veterinary epidemiology, we review the main proposals, precision, repeatability, reproducibility, and intermediate precision, in agreement with ISO (international Organization for Standardization) practice, generalize these by placing them within the linear mixed model framework, which we then extend to the generalized linear mixed model setting, so that both Gaussian as well as non-Gaussian data can be employed. Similarities and differences are discussed between the classical ANOVA (analysis of variance) approach and the proposed mixed model settings, on the one hand, and between the Gaussian and non-Gaussian cases, on the other hand. The new proposals are applied to five studies in three diseases: Aujeszky's disease, enzootic bovine leucosis (EBL) and bovine brucellosis. The mixed-models proposals are also discussed in the light of their computational requirements. | - |
dc.description.sponsorship | The authors gratefully acknowledge support from Belgian IUAP/PAI network "Statistical Techniques and Modeling for Complex Substantive Questions with Complex Data". | - |
dc.language.iso | en | - |
dc.publisher | ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD | - |
dc.rights | © 2010 Taylor & Francis | - |
dc.subject.other | accuracy; analysis of variance; Aujeszky's disease; bias; bovine brucellosis; enzootic bovine leucosis; generalized linear mixed models; linear mixed models; quality control | - |
dc.subject.other | accuracy; analysis of variance; Aujeszky's disease; bias; bovine brucellosis; enzootic bovine leucosis; generalized linear mixed models; linear mixed models; quality control | - |
dc.title | Estimating precision, repeatability, and reproducibility from Gaussian and non- Gaussian data: a mixed models approach | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | 1747 | - |
dc.identifier.issue | 10 | - |
dc.identifier.spage | 1729 | - |
dc.identifier.volume | 37 | - |
local.format.pages | 19 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Molenberghs, G (reprint author)[Pryseley, Assam; Molenberghs, Geert] Univ Hasselt, Interuniv Inst Biostat & Stat Bioinformat, B-3590 Diepenbeek, Belgium. [Pryseley, Assam; Molenberghs, Geert] Katholieke Univ Leuven, Louvain, Belgium. [Mintiens, Koen; Knapen, Katia; Van der Stede, Yves] VAR CODA CERVA, Vet & Agrochem Res Ctr, Brussels, Belgium. geert.molenberghs@uhasselt.be | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
dc.bibliographicCitation.oldjcat | A1 | - |
dc.identifier.doi | 10.1080/02664760903150706 | - |
dc.identifier.isi | 000282026800009 | - |
item.contributor | ASSAM NKOUIBERT, Pryseley | - |
item.contributor | Mintiens, Koen | - |
item.contributor | Knapen, Katia | - |
item.contributor | Van de Stede, Yves | - |
item.contributor | MOLENBERGHS, Geert | - |
item.fulltext | With Fulltext | - |
item.validation | ecoom 2011 | - |
item.fullcitation | ASSAM NKOUIBERT, Pryseley; Mintiens, Koen; Knapen, Katia; Van de Stede, Yves & MOLENBERGHS, Geert (2010) Estimating precision, repeatability, and reproducibility from Gaussian and non- Gaussian data: a mixed models approach. In: JOURNAL OF APPLIED STATISTICS, 37 (10). p. 1729-1747. | - |
item.accessRights | Open Access | - |
crisitem.journal.issn | 0266-4763 | - |
crisitem.journal.eissn | 1360-0532 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
repeatability10[1].pdf | Peer-reviewed author version | 278.81 kB | Adobe PDF | View/Open |
pryseley2010.pdf Restricted Access | Published version | 216.37 kB | Adobe PDF | View/Open Request a copy |
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