Diagnostic Measures in Restricted Linear Mixed Models
Publish Year: 1403
نوع سند: مقاله کنفرانسی
زبان: English
View: 10
This Paper With 6 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
BECE02_120
تاریخ نمایه سازی: 2 مرداد 1403
Abstract:
In this paper, we have presented the diagnostic measures to identify outlier and influential observations in restricted linear mixed models. Several methods of diagnosis have been used as a means of identifying influential observations, such as the Cook’s distance, the likelihood distance, and covariance ratio methods. Through a parametric bootstrap procedure, we have obtained empirical distributions of the test statistics, and additionally as a way to evaluate the performance of the test statistics one specified simulation study has been used. Finally, a numerical example is given to illustrate the theoretical results.
Keywords:
Case deletion , Diagnostic measures , Influential observations , Linear mixed models , Mean shift outlier model
Authors
Alimohammad Beiranvand
Department of Statistics, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran
Farshin Hormozinejad
Department of Statistics, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran