@Article{JICS-13-074, author = {Jingjing Lu, Hairong Li and Chunzheng Cao}, title = {Local Influence Diagnostics of Replicated Data with Measurement Errors}, journal = {Journal of Information and Computing Science}, year = {2024}, volume = {13}, number = {1}, pages = {074--080}, 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. }, issn = {1746-7659}, doi = {https://doi.org/}, url = {http://global-sci.org/intro/article_detail/jics/22465.html} }