A Penalized Likelihood Estimator for Variance Components in Repeated Measurements Model

Authors

  • Abdulhussein S.AL-Mouel, Fatima H.Al-Kanan Department of Mathematics, College of Education for Pure Sciences, University of Basrah, Basra, Iraq Author

Keywords:

Maximum Likelihood Estimator, Penalized Likelihood Estimator, Repeated Measurements Model, Variance Components Estimation

Abstract

    In this paper, we consider the repeated measurement model. We estimated the parameters of the model by using the maximum likelihood method and compared these estimators with the penalized likelihood estimators by using mean square error. We also determine the corresponding moments of each estimators. Finally, we find bias equations and variances for each estimator

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Published

2021-08-31

Issue

Vol. 39 No. 2 (2021)

Section

Mathematics

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.