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Olayemi R. M

Department of Statistics & Mathematical Sciences, Kwara State University, Malete, Nigeria.

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Research Article Vol. 25, Issue 1

On The Efficiency of Maximum Likelihood and Restricted Maximum Likelihood Estimators For Linear Mixed Effects Models

Yahya W. B.*, Adeniyi I. A., Olayemi R. M, Dauda K. A., Banjoko A. W., Olorede K. O., Ezenweke C. P.

In this work, the performances of maximum likelihood (ML) and restricted maximum likelihood (REML) estimation of linear mixed effects models were examined. The behaviors andProperties of the ML and REML methods of estimating the variance-covariance components in linear mixed-effects models were studied via Monte-Carlo experiment. Results revealedth...

Jun, 2016 Vol. 25, Issue 1
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