Orthogonality and D-optimality of the U-type design under general Fourier regression models
Riccomagno et al. [1997. Lattice-based D-optimum design for Fourier regression. Ann. Statist. 25, 2313-2317] gave a comprehensive study on D-optimality under a symmetric Fourier regression model and gave a characterization on orthogonality, complete orthogonality and D-optimality of lattice designs under a symmetrical Fourier model. This paper extends their results to asymmetric Fourier regression models. We give some necessary condition for the orthogonality and complete orthogonality of U-type designs under general Fourier regression models that involve symmetrical and asymmetrical Fourier models and prove that a U-type design, which is completely orthogonal, is not D-optimal for an asymmetrical Fourier model.
Year of publication: |
2007
|
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Authors: | Xie, Min-Yu ; Ning, Jian-Hui ; Fang, Kai-Tai |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 77.2007, 12, p. 1377-1384
|
Publisher: |
Elsevier |
Keywords: | Fourier regression model Good lattice points Optimum design Orthogonality Uniform design |
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