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Diet and Diseases: Causal assessment using stats tools

  • 1.  Diet and Diseases: Causal assessment using stats tools

    Posted 02-27-2023 12:23

    My kernel causality approach (in my R package generalCorr) is used and cited by Hyena Kang et al. (2022) in open access journal called Gut Microbes

    article: https://doi.org/10.1080/19490976.2022.2078612 

    In particular, kernel causality analysis revealed a causal effect of the abundance of Enterobacteriaceae on certain

    surrogate markers of insulin resistance on NAFLD activity in the (high carb diet) HC group.

    Consuming an HC diet is associated with alteration in the gut microbiome, impaired glucose

    homeostasis, and upregulation of hepatic DNL genes, altogether contributing to NAFLD pathogenesis.

    Kernel causality is proposed in my two papers

    1) Vinod HD. Generalized correlation and kernel causality with applications in development economics. Commun Stat - Simul Comput. 2017;46(6):4513–4534. doi:10.1080/03610918.2015.1122048.

    2) Vinod HD. Generalized correlations and kernel causality using R package generalCorr. Available at SSRN 2782223 2016.

    link to this article: https://doi.org/10.1080/19490976.2022.2078612



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    Hrishikesh Vinod
    Fordham University
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