Local Influence Diagnostics of Replicated Data with Measurement Errors
Year: 2018
Journal of Information and Computing Science, Vol. 13 (2018), Iss. 1 : pp. 74–80
Abstract
Replicated data with measurement errors frequently exist in various scientific fields. In this work, we propose a replicated measurement error model for such data under scale mixtures of normal distributions. We consider local influence diagnostics to detect and classify outliers in the data through different perturbation schemes. A simulation study and an application confirm the effectiveness and robustness of the diagnostic method.
Journal Article Details
Publisher Name: Global Science Press
Language: English
DOI: https://doi.org/2024-JICS-22465
Journal of Information and Computing Science, Vol. 13 (2018), Iss. 1 : pp. 74–80
Published online: 2018-01
AMS Subject Headings:
Copyright: COPYRIGHT: © Global Science Press
Pages: 7