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Data-driven Modelling of Structured Populations A Practical Guide to the Integral Projection Model /

This book is a “How To” guide for modeling population dynamics using Integral Projection Models (IPM) starting from observational data. It is written by a leading research team in this area and includes code in the R language (in the text and online) to carry out all computations. The intended audie...

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Main Authors: Ellner, Stephen P. (Author, http://id.loc.gov/vocabulary/relators/aut), Childs, Dylan Z. (http://id.loc.gov/vocabulary/relators/aut), Rees, Mark. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:Lecture Notes on Mathematical Modelling in the Life Sciences,
Subjects:
Biomathematics.
Bioinformatics .
Computational biology .
Mathematical and Computational Biology.
Computer Appl. in Life Sciences.
Online Access:https://doi.org/10.1007/978-3-319-28893-2
Table of Contents:
  • Introduction
  • Simple Deterministic IPM
  • Basic Analysis 1: Demographic Measures and Events in the Life Cycle
  • Basic Analysis 2: Prospective Perturbation Analysis
  • Density Dependence
  • General Deterministic IPM
  • Environmental Stochasticity
  • Spatial Models
  • Evolutionary Demography
  • Future Directions and Advanced Topics.

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