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Designs for Variance Components Estimation: Past and Present
Author(s) -
Khuri André I.
Publication year - 2000
Publication title -
international statistical review
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.051
H-Index - 54
eISSN - 1751-5823
pISSN - 0306-7734
DOI - 10.1111/j.1751-5823.2000.tb00333.x
Subject(s) - variance components , variance (accounting) , estimation , econometrics , computer science , statistics , statistical process control , process (computing) , mathematics , data mining , engineering , systems engineering , economics , accounting , operating system
Summary 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.