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Mixture Models and Mixture Designs: Scope of the Monograph

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Optimal Mixture Experiments

Part of the book series: Lecture Notes in Statistics ((LNS,volume 1028))

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Abstract

We introduce standard mixture models and standard mixture designs as are well known in the literature (vide Cornell2002). Some of the less known models are also introduced briefly. Next we explain the frameworks of exact and approximate [or, continuous] mixture designs. We mention about known applications of mixture experiments in agriculture, food processing, and pharmaceutical studies. We also provide a chapter-wise brief summary of the contents covered in the monograph.

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References

  • Becker, N. G. (1968). Models for the response of a mixture. Journal of the Royal Statistical Society Series B (Methodological), 30, 349–358.

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  • Cornell, J. A. (2002). Experiments with Mixtures (3rd ed.). New York: Wiley.

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  • Draper, N. R., & St. John, R. C. (1977). A mixture model with inverse terms. Technometrics, 19, 37–46.

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  • Scheffé, H. (1958). Experiments with mixtures. Journal of the Royal Statistical Society Series B (Methodological), 20, 344–360.

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  • Scheffé, H. (1963). Simplex-centroid design for experiments with mixtures. Journal of the Royal Statistical Society Series B (Methodological), 25, 235–263.

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Correspondence to B. K. Sinha .

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Sinha, B.K., Mandal, N.K., Pal, M., Das, P. (2014). Mixture Models and Mixture Designs: Scope of the Monograph. In: Optimal Mixture Experiments. Lecture Notes in Statistics, vol 1028. Springer, New Delhi. https://doi.org/10.1007/978-81-322-1786-2_1

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