TY - JOUR
T1 - Local Influence Diagnostics of Replicated Data with Measurement Errors
AU - Jingjing Lu, Hairong Li and Chunzheng Cao
JO - Journal of Information and Computing Science
VL - 1
SP - 074
EP - 080
PY - 2024
DA - 2024/01
SN - 13
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/jics/22465.html
KW -  scale mixtures of normal distributions, measurement error, local influence analysis, robustness, 
outliers 

AB - 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.