NDLI: Assessing repeatability and reproducibility using hierarchical modeling: a case-study of distortion product otoacoustic emissions

Content Provider	Springer Nature Link
Author	Brazzale, Alessandra R. Galloni, Paolo Parazzini, Marta Mari, Carmela Ravazzani, Paolo
Copyright Year	2010
Abstract	We present how the repeatability and reproducibility of a measurement device can be estimated from a suitably defined hierarchical linear model. The methodology is illustrated using a collection of eight data sets which consist of the distortion product otoacoustic emission recordings collected from both ears of ten young Sprague-Dawley rats at different frequencies under eight different recording conditions. We formulate a model which extends the commonly used one-way random effects model (5) to account for an experimental setup that is more elaborated than the ones traditionally used in interlaboratory experiments. The fitted model is easily interpretable and furnishes as a by-product the frequencies at which the highest response level is achieved under the eight recording conditions. These values together with the repeatability and reproducibility limits of the protocols are crucial in contributing to the enhancement of the research capabilities on the possible causes of hearing impairment.
Starting Page	567
Ending Page	585
Page Count	19
File Format	PDF
ISSN	16182510
Journal	Statistical Methods and Applications
Volume Number	19
Issue Number	4
e-ISSN	1613981X
Language	English
Publisher	Springer-Verlag
Publisher Date	2010-07-31
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Interlaboratory experiments Restricted/residual likelihood Sprague-Dawley rat Economic Theory Statistics for Business/Economics/Mathematical Finance/Insurance Statistics
Content Type	Text
Resource Type	Article
Subject	Statistics and Probability Statistics, Probability and Uncertainty

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