Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first resource on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters and population size. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Offers practical and accessible ecological applications of IPMs (integrated population models)Provides full documentation of analyzed code in the Bayesian frameworkWritten and structured for an easy approach to the subject, especially for non-statisticians INDICE: Part I: Theory of Integrated Population Models 1. Introduction 2. Basics of Bayesian Modeling 3. Introduction to Stage-Structured Population Models 4. Ingredients of Integrated Population Models 5. Introduction to Integrated Population Models 6. Benefits of Integrated Population Modeling 7. Assessment of Integrated Population Models 8. Integrated Population Models with Density-Dependence 9. Retrospective Population Analyses 10. Population Viability Analyses Part II: Integrated Population Models in Practice 11. Dynamics of a Local Population of Woodchat Shrikes (Lanius senator) 12. Dynamics of a Black Grouse Population (Tetrao tetrix) 13. Inference from Age-at-Harvest Data 14. Dynamics of a Peregrine Falcon (Falco peregrinus) Population
- ISBN: 978-0-12-820564-8
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 436
- Fecha Publicación: 01/07/2021
- Nº Volúmenes: 1
- Idioma: Inglés
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