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Projection properties of two-level supersaturated designs constructed from Hadamard designs using Lin’s method

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Abstract

In the initial stages of experimentation, many factors are examined for a possible significant influence on the response of interest. After such screening, the design used is projected into the significant factors and further evaluation of their effects is performed using the projection design. It is therefore interesting to evaluate the projection properties of screening designs since such an evaluation is extremely useful in selecting the best design for experimentation. In this paper, we examine two-level supersaturated screening designs that are constructed following Lin’s method. Some theoretical results are given and a detailed evaluation of supersaturated designs with up to 12 runs is performed.

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Acknowledgements

We would like to thank the Editor, the Associate Editor and the anonymous referees, for their valuable comments that led to a substantial improvement of the presentation of this work.

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Authors and Affiliations

  1. Department of Statistics and Insurance Science, University of Piraeus, Piraeus, Greece

    H. Evangelaras

  2. School of Science, RMIT University, Melbourne, Australia

    S. D. Georgiou

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  1. H. Evangelaras
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  2. S. D. Georgiou
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Correspondence to H. Evangelaras.

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Evangelaras, H., Georgiou, S.D. Projection properties of two-level supersaturated designs constructed from Hadamard designs using Lin’s method. Metrika 84, 1095–1108 (2021). https://doi.org/10.1007/s00184-020-00804-z

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  • DOI: https://doi.org/10.1007/s00184-020-00804-z

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