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Stephen P. Ellner Dylan Z Data-driven Modelling of Stru (Paperback) (UK IMPORT)

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
Book Title
Data-driven Modelling of Structured Populations
EAN
9783319288918
ISBN
9783319288918
Edition
1st ed. 2016
Country/Region of Manufacture
CH
Genre
Science Nature & Math
Title
Data-driven Modelling of Structured Populations
Subtitle
A Practical Guide to the Integral Projection Model
Release Date
05/24/2016
Release Year
2016
Item Height
235mm

About this product

Product Identifiers

Publisher
Springer International Publishing A&G
ISBN-10
3319288911
ISBN-13
9783319288918
eBay Product ID (ePID)
219119426

Product Key Features

Number of Pages
Xiii, 329 Pages
Publication Name
Data-Driven Modelling of Structured Populations : a Practical Guide to the Integral Projection Model
Language
English
Publication Year
2016
Subject
Applied, Statistics, Life Sciences / Biology, Research & Methodology
Type
Textbook
Author
Dylan Z. Childs, Stephen P. Ellner, Mark Rees
Subject Area
Mathematics, Social Science, Science
Series
Lecture Notes on Mathematical Modelling in the Life Sciences Ser.
Format
Trade Paperback

Dimensions

Item Weight
183.8 Oz
Item Length
9.3 in
Item Width
6.1 in

Additional Product Features

Intended Audience
Scholarly & Professional
Dewey Edition
23
Number of Volumes
1 vol.
Illustrated
Yes
Original Language
English
Dewey Decimal
304.6015118
Table Of Content
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.
Synopsis
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 audience are ecologists, evolutionary biologists, and mathematical biologists interested in developing data-driven models for animal and plant populations. IPMs may seem hard as they involve integrals. The aim of this book is to demystify IPMs, so they become the model of choice for populations structured by size or other continuously varying traits. The book uses real examples of increasing complexity to show how the life-cycle of the study organism naturally leads to the appropriate statistical analysis, which leads directly to the IPM itself. A wide range of model types and analyses are presented, including model construction, computational methods, and the underlying theory, with the more technical material in Boxes and Appendices. Self-contained R code which replicates all of the figures and calculations within the text is available to readers on GitHub. Stephen P. Ellner is Horace White Professor of Ecology and Evolutionary Biology at Cornell University, USA; Dylan Z. Childs is Lecturer and NERC Postdoctoral Fellow in the Department of Animal and Plant Sciences at The University of Sheffield, UK; Mark Rees is Professor in the Department of Animal and Plant Sciences at The University of Sheffield, UK.
LC Classification Number
QH323.5

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