Download E-books Data-driven Modelling of Structured Populations: A Practical Guide to the Integral Projection Model (Lecture Notes on Mathematical Modelling in the Life Sciences) PDF

By Stephen P. Ellner, Visit Amazon's Dylan Z. Childs Page, search results, Learn about Author Central, Dylan Z. Childs, , Mark Rees

This publication is a “How To” consultant for modeling inhabitants dynamics utilizing indispensable Projection types (IPM) ranging from observational facts. it's written via a number one study staff during this zone and comprises code within the R language (in the textual content and on-line) to hold out all computations. The meant viewers are ecologists, evolutionary biologists, and mathematical biologists drawn to constructing data-driven types for animal and plant populations. IPMs could appear not easy as they contain integrals. the purpose of this ebook is to demystify IPMs, in order that they develop into the version of selection for populations dependent via dimension or different always various characteristics. The booklet makes use of genuine examples of accelerating complexity to teach how the life-cycle of the learn organism evidently ends up in the ideal statistical research, which leads on to the IPM itself. a variety of version forms and analyses are provided, together with version development, computational tools, and the underlying conception, with the extra technical fabric in bins and Appendices. Self-contained R code which replicates all the figures and calculations in the textual content is accessible to readers on GitHub.

Stephen P. Ellner is Horace White Professor of Ecology and Evolutionary Biology at Cornell collage, united states; Dylan Z. Childs is Lecturer and NERC Postdoctoral Fellow within the division of Animal and Plant Sciences on the college of Sheffield, united kingdom; Mark Rees is Professor within the division of Animal and Plant Sciences on the collage of Sheffield, UK.

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