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On the maximal correlation coefficient

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  • Yu, Yaming

Abstract

A well-known theorem states that the maximal correlation between a pair of bivariate normal random variables equals the absolute value of their ordinary (Pearson) correlation. This work provides a short new proof, besides establishing some results regarding the maximal correlation coefficient in general.

Suggested Citation

  • Yu, Yaming, 2008. "On the maximal correlation coefficient," Statistics & Probability Letters, Elsevier, vol. 78(9), pages 1072-1075, July.
  • Handle: RePEc:eee:stapro:v:78:y:2008:i:9:p:1072-1075
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    Cited by:

    1. Fernando López-Blázquez & Begoña Salamanca-Miño, 2021. "Automatic differentiation and maximal correlation of order statistics from discrete parents," Computational Statistics, Springer, vol. 36(4), pages 2889-2915, December.
    2. Guo, Zijian & Zhang, Cun-Hui, 2022. "Extreme eigenvalues of nonlinear correlation matrices with applications to additive models," Stochastic Processes and their Applications, Elsevier, vol. 150(C), pages 1037-1058.
    3. López Blázquez, F. & Salamanca Miño, B., 2014. "Maximal correlation in a non-diagonal case," Journal of Multivariate Analysis, Elsevier, vol. 131(C), pages 265-278.
    4. Huang, Qiming & Zhu, Yu, 2016. "Model-free sure screening via maximum correlation," Journal of Multivariate Analysis, Elsevier, vol. 148(C), pages 89-106.
    5. Papadatos, Nickos & Xifara, Tatiana, 2013. "A simple method for obtaining the maximal correlation coefficient and related characterizations," Journal of Multivariate Analysis, Elsevier, vol. 118(C), pages 102-114.

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