2015
DOI: 10.1016/j.stamet.2015.04.002
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A discrete truncated Pareto distribution

Abstract: We propose a new discrete distribution with finite support, which generalizes truncated Pareto and beta distributions as well as uniform and Benford's laws. Although our focus is on basic properties and stochastic representations, we also consider parameter estimation and include an illustration from ecology showing potential applications of this new stochastic model.

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Cited by 20 publications
(25 citation statements)
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“…Based on this hypothesis, Forister and Jenkins (2017) simulated diet breadth evolution, excluding any postulate of trade-offs between generalists and specialists, employing an extended neutral theory model. The diet breadth distributions were similar to those observed in natural communities Kozubowski et al 2015). Forister and Jenkins (2017) elegantly showed how to integrate generationand maintenance-based processes in herbivorous insects; host breadth is a central concept in both processes.…”
Section: Two Major Processes May Determine the Present Species Diverssupporting
confidence: 66%
See 1 more Smart Citation
“…Based on this hypothesis, Forister and Jenkins (2017) simulated diet breadth evolution, excluding any postulate of trade-offs between generalists and specialists, employing an extended neutral theory model. The diet breadth distributions were similar to those observed in natural communities Kozubowski et al 2015). Forister and Jenkins (2017) elegantly showed how to integrate generationand maintenance-based processes in herbivorous insects; host breadth is a central concept in both processes.…”
Section: Two Major Processes May Determine the Present Species Diverssupporting
confidence: 66%
“…3). Several studies have suggested that a discrete truncated Pareto distribution is a suitable fit for the dietary breadth of herbivores Kozubowski et al 2015), although few studies have been Fig. 2 A simplified image of the approach for assessing the importance and roles of niche for species diversification, using three dynamics in a herbivore lineage: species diversification (i.e.…”
Section: Two Major Processes May Determine the Present Species Diversmentioning
confidence: 99%
“…In general, our approach is complementary to other attempts to create ecologically realistic food web models—for example, probabilistic models of the number of links per species which stay within ecological values. 45 …”
Section: Resultsmentioning
confidence: 99%
“…Diet breadths at the species, genus, and family levels refer to the number of plant species, genus, or family that the caterpillar of any given butterfly species can use as host (as in the study by Forister et al ., ). To investigate diet breadth distribution in Sydney butterflies, I fitted the diet breadth to the discrete truncated Pareto distribution for estimates of α (Kozubowski et al ., ). Higher estimates of α can be interpreted as higher density of diet specialists (narrow diet breadths).…”
Section: Methodsmentioning
confidence: 97%