ArticleOriginal scientific text
Title
Optimum chemical balance weighing designs with diagonal variance-covariance matrix of errors
Authors 1, 1
Affiliations
- Department of Mathematical and Statistical Methods, Agricultural University, Wojska Polskiego 28, 60-637 Poznań, Poland
Abstract
In this paper we study the estimation problem of individual measurements (weights) of objects in a model of chemical balance weighing design with diagonal variance - covariance matrix of errors under the restriction k₁ + k₂ < p, where k₁ and k₂ represent the number of objects placed on the right and left pans, respectively. We want all variances of estimated measurments to be equal and attaining their lower bound. We give a necessary and sufficient condition under which this lower bound is attained by the variance of each of the estimated measurements. To construct the design matrix X of the considered optimum chemical balance weighing design we use the incidence matrices of balanced bipartite weighing designs.
Keywords
balanced bipartite weighing design, chemical balanceweighing design
Bibliography
- K.S. Banerjee, Weighing Designs for Chemistry, Medicine, Economics, Operations Research, Statistics. Marcel Dekker Inc., New York 1975.
- B. Ceranka and M. Graczyk, Optimum chemical balance weighing designs under the restriction on weighings, Discussiones Mathematicae - Probability and Statistics 21 (2001), 111-120.
- B. Ceranka and K. Katulska, Chemical balance weighing designs under the restriction on the number of objects placed on the pans, Tatra Mt. Math. Publ. 17 (1999), 141-148.
- B. Ceranka, K. Katulska and D. Mizera, The application of ternary balanced block designs to chemical balance weighing designs, Discussiones Mathematicae - Algebra and Stochastic Methods 18 (1998), 179-185.
- H. Hotelling, Some improvements in weighing and other experimental techniques, Ann. Math. Stat. 15 (1944), 297-305.
- C. Huang, Balanced bipartite weighing designs, Journal of Combinatorial Theory (A) 21 (1976), 20-34.
- K. Katulska, Optimum chemical balance weighing designs with non - homegeneity of the variances of errors, J. Japan Statist. Soc. 19 (1989), 95-101.
- J.W. Linnik, Metoda Najmniejszych Kwadratów i Teoria Opracowywania Obserwacji, PWN, Warszawa 1962.
- D. Raghavarao, Constructions and Combinatorial Problems in Design ofExperiments, John Wiley Inc., New York 1971.
- C.R. Rao, Linear Statistical Inference and its Applications, Second Edition, John Wiley and Sons, Inc., New York 1973.
- M.N. Swamy, Use of balanced bipartite weighing designs as chemical balance designs, Comm. Statist. Theory Methods 11 (1982), 769-785.