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A new type of experimental designs for event-related fMRI via Hadamard matrices

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  • Kao, Ming-Hung

Abstract

We use Hadamard matrices to construct designs for event-related functional magnetic resonance imaging experiments with one stimulus type. Under certain assumptions, we prove the D-optimality of the proposed designs in estimating the hemodynamic response function, and demonstrate the usefulness of these designs via case studies.

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  • Kao, Ming-Hung, 2014. "A new type of experimental designs for event-related fMRI via Hadamard matrices," Statistics & Probability Letters, Elsevier, vol. 84(C), pages 108-112.
    • Handle: RePEc:eee:stapro:v:84:y:2014:i:c:p:108-112
    DOI: 10.1016/j.spl.2013.09.024
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    References listed on IDEAS

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    1. Jennifer Seberry & Beata JWysocki & Tadeusz AWysocki, 2005. "On some applications of Hadamard matrices," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 62(2), pages 221-239, November.
    2. Kao, Ming-Hung, 2013. "On the optimality of extended maximal length linear feedback shift register sequences," Statistics & Probability Letters, Elsevier, vol. 83(6), pages 1479-1483.
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    Cited by:

    1. Moein Saleh & Ming-Hung Kao & Rong Pan, 2017. "Design D-optimal event-related functional magnetic resonance imaging experiments," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(1), pages 73-91, January.

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