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Designs for Variance Components Estimation: Past and Present

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  • André I. Khuri

Abstract

This article provides (1) a comprehensive coverage of the literature on designs for estimating variance components, and (2) a review of recent applications of such designs in genetics, statistical process control, and quality improvement. In addition, recent methods of estimation of variance components and model forms, other than the linear, are discussed. The latter developments have a direct effect on the choice of design. Some suggested ideas for future research directions are also given.

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  • André I. Khuri, 2000. "Designs for Variance Components Estimation: Past and Present," International Statistical Review, International Statistical Institute, vol. 68(3), pages 311-322, December.
    • Handle: RePEc:bla:istatr:v:68:y:2000:i:3:p:311-322
    DOI: 10.1111/j.1751-5823.2000.tb00333.x
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    Cited by:

    1. Loeza-Serrano, S. & Donev, A.N., 2014. "Construction of experimental designs for estimating variance components," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 1168-1177.
    2. Oluwole A Nuga & Abba Zakirai Abdulhamid & Shobanke Emmanuel Omobola Kayode, 2022. "D-Optimal Split-plot Designs With Random Whole Plot Factor and Fixed Sub-plot Factor," International Journal of Statistics and Probability, Canadian Center of Science and Education, vol. 11(1), pages 1-1, March.

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