Abstract
Multivariate methods of data collection and analysis extend to experimental designs, most particularly to the fractional factorials. This paper is an exposition of the various forms of these designs and their analysis.
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Bibliography
Cochran, W.G., and G.M. Cox, Experimental Designs, 2nd ed., John Wiley and Sons, Inc., New York, 1957.
Davies, O.L., The Design and Analysis of Industrial Experiments, Oliver and Boyd, London, 1954.
John, P. W. M., Statistical Design and Analysis of Experiments, Macmillan, New York, 1971.
Box, G.E.P., W.G. Hunter, and J.S. Hunter, Statistics for Experimenters, John Wiley and Sons, Inc., New York, 1978.
Box, G.E.P., and J.S. Hunter, “The 2P Fractional Factorial Designs I, II”, Technometrics, vol. 3, pp. 311–351, 1961.
Raktoe, B.L., A. Hedayat, and W.T. Federer, Factorial Designs John Wiley and Sons, Inc., New
Plackett, R.L. and J.P. Burman, “The Design of Optimal Multifactorial Experiments”, Biometrika, No. 33, pp 305–325, 1946.
Addelman, S., “Orthogonal Main Effect Plans for Asymmetrical Factorial Experiments”, Technometrics, no. 4, pp. 21–46, 1962.
Addelman, S., “Recent Developments in the Design of Factorial Experiments”, The Journal of the American Statistical Association, no. 67, pp. 103–111, 1972.
Webb, S.R., “Non-orthogonal Designs of Even Resolution”, Technometrics, no. 10, pp. 291–298, 1968.
Mitchell, T.J., “D-optimal 1st Order Designs”, Technometrics, no. 20, pp. 369–380, 1978.
Margolin, B.H., “Orthogonal Main Effect sk3m Designs with Two Factor Interaction Aliasing”, Technometrics, no. 10, pp. 559–573, 1968.
Taguchi, G. and Y. Wu, Introduction to Off-line Quality Control, Central Japan Quality Control Assoc., 1980.
Diamond, W.J., Practical Experiment Design, Lifetime Learning, Belmont, CA, 1981.
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© 1984 Springer Science+Business Media Dordrecht
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Hunter, J.S. (1984). Experimental Designs: Fractionals. In: Kowalski, B.R. (eds) Chemometrics. NATO ASI Series, vol 138. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-1026-8_1
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DOI: https://doi.org/10.1007/978-94-017-1026-8_1
Publisher Name: Springer, Dordrecht
Print ISBN: 978-90-481-8407-1
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