Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:
A guide to data collection, modeling and inference strategies for biological survey data using Bayesian and classical statistical methods.

This book describes a general and flexible framework for modeling and inference in ecological systems based on hierarchical models, with a strict focus on the use of probability models and parametric inference. Hierarchical models represent a paradigm shift in the application of statistics to ecological inference problems because they combine explicit models of ecological system structure or dynamics with models of how ecological systems are observed. The principles of hierarchical modeling are developed and applied to problems in population, metapopulation, community, and metacommunity systems.

The book provides the first synthetic treatment of many recent methodological advances in ecological modeling and unifies disparate methods and procedures.
The authors apply principles of hierarchical modeling to ecological problems, including

* occurrence or occupancy models for estimating species distribution
* abundance models based on many sampling protocols, including distance sampling
* capture-recapture models with individual effects
* spatial capture-recapture models based on camera trapping and related methods
* population and metapopulation dynamic models
* models of biodiversity, community structure and dynamics

* Wide variety of examples involving many taxa (birds, amphibians, mammals, insects, plants)

* Development of classical, likelihood-based procedures for inference, as well as
Bayesian methods of analysis

* Detailed explanations describing the implementation of hierarchical models using freely available software such as R and WinBUGS

* Computing support in technical appendices in an online companion web site

Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities by J. Andrew Royle, Robert M. Dorazio

From reader reviews:

Ismael Roop:

The book Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities gives you the sense of being enjoy for your spare time. You should use to make your capable much more increase. Book can for being your best friend when you getting anxiety or having big problem with the subject. If you can make reading a book Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities to get your habit, you can get much more advantages, like add your personal capable, increase your knowledge about a number of or all subjects. It is possible to know everything if you like start and read a publication Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities. Kinds of book are several. It means that, science e-book or encyclopedia or others. So , how do you think about this guide?

Bobby House:

What do you with regards to book? It is not important with you? Or just adding material if you want something to explain what the one you have problem? How about your extra time? Or are you busy man or woman? If you don't have spare time to do others business, it is gives you the sense of being bored faster. And you have spare time? What did you do? Everybody has many questions above. They must answer that question simply because just their can do that will. It said that about reserve. Book is familiar on every person. Yes, it is proper. Because start from on pre-school until university need that Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities to read.

Joseph Cash:

Would you one of the book lovers? If so, do you ever feeling doubt when you are in the book store? Make an effort to pick one book that you just dont know the inside because don't ascertain book by its deal with may doesn't work the following is difficult job because you are scared that the inside maybe not as fantastic as in the outside search likes. Maybe you answer is usually Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities why because the fantastic cover that make you consider concerning the content will not disappoint you. The inside or content is usually fantastic as the outside or perhaps cover. Your reading 6th sense will directly assist you to pick up this book.

Mark Johnson:

Don't be worry should you be afraid that this book will filled the space in your house, you will get it in e-book means, more simple and reachable. This kind of Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities can give you a lot of buddies because by you looking at this one book you have matter that they don't and make anyone more like an interesting person. This kind of book can be one of one step for you to get success. This e-book offer you information that probably your friend doesn't understand, by knowing more than some other make you to be great folks. So , why hesitate? Let us have Hierarchical Modeling and Inference in Ecology: The Analysis of Data from Populations, Metapopulations and Communities.