Estimation of Unknown Object Measures in a Chemical Weighing Design with Correlated Errors
DOI:
https://doi.org/10.18778/0208-6018.368.02Keywords:
chemical balance weighing design, D-efficient design, D-optimal designAbstract
In this paper, some problems that concern the determining of unknown measurements of objects in the model of a chemical balance weighing design are presented. These designs are tested under the assumption that measurement errors are correlated and have the same variances. The relations between the parameters of a weighing design are considered from the point of view of the D-optimality criterion. We give some conditions determining the dependencies between the parameters of such designs and construction examples.
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References
Banerjee K.S. (1975), Weighing Designs for Chemistry, Medicine, Economics, Operation Research, Statistics, Marcell Dekker Inc., New York.
Google Scholar
Bulutoglu D.A., Ryan K.J. (2009), D-optimal and near D-optimal 2k fractional factorial designs of Resolution V , “Journal of Statistical Planning and Inference”, Vol. 139, pp. 16–22.
Google Scholar
Ceranka B., Graczyk M. (2010), Some construction of optimum weighing designs, “Acta Universitatis Lodziensis. Folia Oeconomica”, Vol. 235, pp. 235–239.
Google Scholar
Ceranka B., Graczyk M. (2012), Notes on the optimum chemical balance weighing designs, “Acta Universitatis Lodziensis. Folia Oeconomica”, Vol. 269, pp. 91–101.
Google Scholar
Ceranka B., Graczyk M. (2019), Recent developments in D-optimal designs, “Communications in Statistics – Theory and Methods”, Vol. 48(6), pp. 1470–1480, https://doi.org/10.1080/03610926.2018.1433851
Google Scholar
Gail Z., Kiefer J. (1982), Construction methods for D-optimum weighing designs when n ≡ 3 mod 4, “The Annals of Statistics”, Vol. 10, pp. 502–510.
Google Scholar
Gawande B.N., Patkar A.Y. (1999), Application of factorial design for optimization of Cyclodextrin Glycosyltransferase production from Klebsiella Pneumoniae AS–22, “Biotechnology and Bioengineering”, Vol. 64(2), pp. 168–173.
Google Scholar
Graczyk M. (2013), Some applications on weighing designs, “Biometrical Letters”, Vol. 50(1), pp. 15–26.
Google Scholar
Harville D.A. (1997), Matrix Algebra from Statistician’s Perspective, Springer – Verlag, New York.
Google Scholar
Katulska K., Smaga Ł. (2010), On some construction of D-optimal chemical balance weighing designs, “Colloquium Biometricum”, Vol. 40, pp. 37–45.
Google Scholar
Koukouvinos Ch. (1996), Linear models and D-optimal designs for n ≡ 2 mod 4, “Statistics and Probability Letters”, Vol. 26, pp. 329–332.
Google Scholar
Raghavarao D. (1971), Constructions and Combinatorial Problems in Designs of Experiments. John Wiley Inc., New York.
Google Scholar
Shah K.R., Sinh B.K. (1989), Theory of Optimal Designs, Springer-Verlag, Berlin.
Google Scholar