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Small,balanced, efficient and near rotatable central composite designs
Authors:P Angelopoulos  H Evangelaras  C Koukouvinos
Institution:1. Department of Mathematics, National Technical University of Athens, Zografou 15773, Athens, Greece;2. Department of Statistics and Insurance Science, University of Piraeus, 80 Karaoli & Dimitriou Street, Piraeus 18534, Greece
Abstract:Standard central composite designs for fitting second-order models usually have a large number of design points, especially when the number of factors under consideration is large. In this paper we propose small, balanced and near rotatable central composite designs reducing the design's size and maintaining the ability to estimate all the model parameters. We list the best designs we identified to accommodate 4?k?94?k?9 experimental factors. A detailed comparison between our findings and already known second-order designs has also been made.
Keywords:Central composite designs  Rotatability measures  Saturated design  D-value
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