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Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output

The net reproductive rate [Image: see text] measures the expected lifetime reproductive output of an individual, and plays an important role in demography, ecology, evolution, and epidemiology. Well-established methods exist to calculate it from age- or stage-classified demographic data. As an expec...

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Autor principal: Caswell, Hal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126812/
https://www.ncbi.nlm.nih.gov/pubmed/21738586
http://dx.doi.org/10.1371/journal.pone.0020809
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author Caswell, Hal
author_facet Caswell, Hal
author_sort Caswell, Hal
collection PubMed
description The net reproductive rate [Image: see text] measures the expected lifetime reproductive output of an individual, and plays an important role in demography, ecology, evolution, and epidemiology. Well-established methods exist to calculate it from age- or stage-classified demographic data. As an expectation, [Image: see text] provides no information on variability; empirical measurements of lifetime reproduction universally show high levels of variability, and often positive skewness among individuals. This is often interpreted as evidence of heterogeneity, and thus of an opportunity for natural selection. However, variability provides evidence of heterogeneity only if it exceeds the level of variability to be expected in a cohort of identical individuals all experiencing the same vital rates. Such comparisons require a way to calculate the statistics of lifetime reproduction from demographic data. Here, a new approach is presented, using the theory of Markov chains with rewards, obtaining all the moments of the distribution of lifetime reproduction. The approach applies to age- or stage-classified models, to constant, periodic, or stochastic environments, and to any kind of reproductive schedule. As examples, I analyze data from six empirical studies, of a variety of animal and plant taxa (nematodes, polychaetes, humans, and several species of perennial plants).
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spelling pubmed-31268122011-07-07 Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output Caswell, Hal PLoS One Research Article The net reproductive rate [Image: see text] measures the expected lifetime reproductive output of an individual, and plays an important role in demography, ecology, evolution, and epidemiology. Well-established methods exist to calculate it from age- or stage-classified demographic data. As an expectation, [Image: see text] provides no information on variability; empirical measurements of lifetime reproduction universally show high levels of variability, and often positive skewness among individuals. This is often interpreted as evidence of heterogeneity, and thus of an opportunity for natural selection. However, variability provides evidence of heterogeneity only if it exceeds the level of variability to be expected in a cohort of identical individuals all experiencing the same vital rates. Such comparisons require a way to calculate the statistics of lifetime reproduction from demographic data. Here, a new approach is presented, using the theory of Markov chains with rewards, obtaining all the moments of the distribution of lifetime reproduction. The approach applies to age- or stage-classified models, to constant, periodic, or stochastic environments, and to any kind of reproductive schedule. As examples, I analyze data from six empirical studies, of a variety of animal and plant taxa (nematodes, polychaetes, humans, and several species of perennial plants). Public Library of Science 2011-06-29 /pmc/articles/PMC3126812/ /pubmed/21738586 http://dx.doi.org/10.1371/journal.pone.0020809 Text en Hal Caswell. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Caswell, Hal
Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title_full Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title_fullStr Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title_full_unstemmed Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title_short Beyond R (0): Demographic Models for Variability of Lifetime Reproductive Output
title_sort beyond r (0): demographic models for variability of lifetime reproductive output
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126812/
https://www.ncbi.nlm.nih.gov/pubmed/21738586
http://dx.doi.org/10.1371/journal.pone.0020809
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