
Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS
Volume 2: Dynamic and Advanced Models
- 1st Edition - October 9, 2020
- Authors: Marc Kéry, J. Andrew Royle
- Language: English
- Hardback ISBN:9 7 8 - 0 - 1 2 - 8 2 3 7 6 8 - 7
- eBook ISBN:9 7 8 - 0 - 1 2 - 8 0 9 7 2 7 - 4
Applied Hierarchical Modeling in Ecology: Analysis of Distribution, Abundance and Species Richness in R and BUGS, Volume Two: Dynamic and Advanced Models provides a synthe… Read more
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- Makes ecological modeling accessible to people who are struggling to use complex or advanced modeling programs
- Synthesizes current ecological models and explains how they are inter-connected
- Contains numerous examples throughout the book, walking the reading through scenarios with both real and simulated data
- Provides an ideal resource for ecologists working in R software and in BUGS software for more flexible Bayesian analyses
PART 1 MODELS FOR DYNAMIC SYSTEMS1. Relative Abundance Models for Population Dynamics2. Modeling Population Dynamics With Count Data3. Hierarchical Models of Survival4. Modeling Species Distribution and Range Dynamics, and Population Dynamics Using Dynamic Occupancy Models5. Modeling Metacommunity Dynamics Using Dynamic Community Models
PART 2 ADVANCED MODELS6. Multi-state Occupancy Models7. Modeling False Positives8. Modeling Interactions Among Species9. Spatial Models of Distribution and Abundance10. Integrated Models for Multiple Types of Data11. Spatially Explicit Distance Sampling Along Transects12. Conclusions
- Edition: 1
- Published: October 9, 2020
- Language: English
MK
Marc Kéry
JR