arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2011.04316physics.soc-phnlin.AO
收藏

流行病规模分布中的有限尺寸标度与对偶随机变量和阴影矩

Finite-size scaling versus dual random variables and shadow moments in the size distribution of epidemics

Alvaro Corral

摘要:

我讨论和批评使用“双重转换”来计算“阴影时刻”在流行病死亡人数的分布。我证明了这种变换是任意的,不仅产生了一个不合理的死亡分布函数形式,而且是高度非物理的(见手稿中的图1)。因此,从“阴影时刻”方法计算的预期死亡人数缺乏任何理论支持。这对于评估流行病风险至关重要。我认为,在统计物理学中解决这类问题的自然方法是通过有限尺寸标度。

英文摘要:

I discuss and criticize the use of "dual transformations" to calculate "shadow moments" in the distribution of epidemic fatalities. I show how this transformation is arbitrary and not only yields an unjustified functional form for the distribution of fatalities but turns out to be highly unphysical (see Fig. 1 in the manuscript). Therefore, the expected number of fatalities calculated from the "shadow moments" approach lacks any theoretical support. This is of fundamental importance to assess risk from pandemics. I argue that the natural way to address this sort of problems in statistical physics is by means of finite-size scaling.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑