McVinish R, Lester R J G
School of Mathematics and Physics, University of Queensland, Brisbane, Queensland, Australia.
School of Biological Sciences, University of Queensland, Brisbane, Queensland, Australia.
J R Soc Interface. 2020 Apr;17(165):20190886. doi: 10.1098/rsif.2019.0886. Epub 2020 Apr 15.
Aggregation, a fundamental feature of parasite distributions, has been measured using a variety of indices. We use the definition that parasite-host system is more aggregated than parasite-host system if any given proportion of the parasite population is concentrated in a smaller proportion of the host population than of host population . This leads to indices based on the Lorenz curve such as the Gini index (Poulin's ), coefficient of variation and the Hoover index, all of which measure departure from a uniform distribution. The Hoover index is particularly useful because it can be interpreted directly in terms of parasites and hosts. An alternative view of aggregation is degree of departure from a Poisson (or random) distribution, as used in the index of dispersion and the negative binomial . These and Lloyd's mean crowding index are reinterpreted and connected back to Lorenz curves. Aggregation has occasionally been defined as the slope from Taylor's law, although the slope appears unrelated to other indices. The Hoover index may be the method of choice when data points are available, and the coefficient of variation when only variance and mean are given.
聚集是寄生虫分布的一个基本特征,已使用多种指数进行测量。我们采用这样的定义:如果寄生虫种群的任何给定比例集中在宿主种群的较小比例中,而不是宿主种群的较小比例中,那么寄生虫 - 宿主系统比寄生虫 - 宿主系统更聚集。这导致了基于洛伦兹曲线的指数,如基尼指数(普林的)、变异系数和胡佛指数,所有这些指数都衡量与均匀分布的偏离程度。胡佛指数特别有用,因为它可以直接根据寄生虫和宿主来解释。聚集的另一种观点是偏离泊松(或随机)分布的程度,如在离散指数和负二项式中所使用的那样。这些以及劳埃德的平均拥挤指数被重新解释并与洛伦兹曲线联系起来。聚集偶尔被定义为泰勒定律的斜率,尽管该斜率似乎与其他指数无关。当有数据点可用时,胡佛指数可能是首选方法,而当只给出方差和均值时,变异系数是首选方法。