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Published in: Journal of Nanoparticle Research 12/2011

01-12-2011 | Research Paper

How to statistically analyze nano exposure measurement results: using an ARIMA time series approach

Authors: Rinke H. Klein Entink, Wouter Fransman, Derk H. Brouwer

Published in: Journal of Nanoparticle Research | Issue 12/2011

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Abstract

Measurement strategies for exposure to nano-sized particles differ from traditional integrated sampling methods for exposure assessment by the use of real-time instruments. The resulting measurement series is a time series, where typically the sequential measurements are not independent from each other but show a pattern of autocorrelation. This article addresses the statistical difficulties when analyzing real-time measurements for exposure assessment to manufactured nano objects. To account for autocorrelation patterns, Autoregressive Integrated Moving Average (ARIMA) models are proposed. A simulation study shows the pitfalls of using a standard t-test and the application of ARIMA models is illustrated with three real-data examples. Some practical suggestions for the data analysis of real-time exposure measurements conclude this article.

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Metadata
Title
How to statistically analyze nano exposure measurement results: using an ARIMA time series approach
Authors
Rinke H. Klein Entink
Wouter Fransman
Derk H. Brouwer
Publication date
01-12-2011
Publisher
Springer Netherlands
Published in
Journal of Nanoparticle Research / Issue 12/2011
Print ISSN: 1388-0764
Electronic ISSN: 1572-896X
DOI
https://doi.org/10.1007/s11051-011-0610-x

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