ASA Connect

 View Only

Covid-19 ICU Staff and Equipment Requirements using the Negative Binomial

  • 1.  Covid-19 ICU Staff and Equipment Requirements using the Negative Binomial

    Posted 11-15-2020 21:43
    We implement several statistical procedures to estimate health care system (hospital, ward, ICU, etc.) load, and operating requirements (number of beds, of doctors, nurses, ventilators, etc.) to successfully cope with a possible health system overload, during the second Covid-19 wave. We use Poisson and Negative Binomial distributions. We then validate the results by simulating patient admissions with the Negative Binomial and the estimated parameters, evaluating the results through a survival analysis. We want to encourage public health and medical professionals to use more statistical procedures, and o more joint work with statisticians (and vice-versa).  We want to encourage statisticians to provide assistance and tutorials to the medical community. We need to provide illustrative examples to doctors, public health researchers, and to the general public, to help them better understand what the others do. You can find the paper in:

    https://www.researchgate.net/publication/345914205_Covid-19_ICU_Staff_and_Equipment_Requirements_using_the_Negative_Binomial

    Keep safe/jorge.

    ------------------------------
    Jorge L. Romeu
    Emeritus SUNY Faculty
    Adjunct Professor, Syracuse U.
    https://www.researchgate.net/profile/Jorge_Romeu
    ------------------------------