Bayesian Population Analysis Using WinBUGS - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Bayesian Population Analysis Using WinBUGS write by Marc Kéry. This book was released on 2012. Bayesian Population Analysis Using WinBUGS available in PDF, EPUB and Kindle. Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS, and its open-source sister OpenBugs, is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. Comprehensive and richly commented examples illustrate a wide range of models that are most relevant to the research of a modern population ecologist All WinBUGS/OpenBUGS analyses are completely integrated in software R Includes complete documentation of all R and WinBUGS code required to conduct analyses and shows all the necessary steps from having the data in a text file out of Excel to interpreting and processing the output from WinBUGS in R
Introduction to WinBUGS for Ecologists
Introduction to WinBUGS for Ecologists - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Introduction to WinBUGS for Ecologists write by Marc Kery. This book was released on 2010. Introduction to WinBUGS for Ecologists available in PDF, EPUB and Kindle. Introduction to WinBUGS for Ecologists is an introduction to Bayesian statistical modeling, written for ecologists by an ecologist, using the widely available and free WinBUGS package. Examples are placed within a comprehensive and largely non-mathematical overview of linear, generalized linear (GLM), linear mixed and generalized linear mixed models (GLMM). This book will be interest to any quantitative scientist who uses regression-type models, especially ecologists, agronomists, geologists, epidemiologists, sociologists, and psychologists.
Bayesian Analysis for Population Ecology
Bayesian Analysis for Population Ecology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Bayesian Analysis for Population Ecology write by Ruth King. This book was released on 2009-10-30. Bayesian Analysis for Population Ecology available in PDF, EPUB and Kindle. Emphasizing model choice and model averaging, this book presents up-to-date Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior knowledge. The book includes detailed descriptions of methods that deal with covariate data and covers techniques at the forefront of research, such as model discrimination and model averaging. Leaders in the statistical ecology field, the authors apply the theory to a wide range of actual case studies and illustrate the methods using WinBUGS and R. The computer programs and full details of the data sets are available on the book's website.
Integrated Population Models
Integrated Population Models - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Integrated Population Models write by Michael Schaub. This book was released on 2021-11-12. Integrated Population Models available in PDF, EPUB and Kindle. Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book 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 and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis. Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields. The text is ideal for self-study and advanced graduate-level courses. Offers practical and accessible ecological applications of IPMs (integrated population models) Provides full documentation of analyzed code in the Bayesian framework Written and structured for an easy approach to the subject, especially for non-statisticians
Studyguide for Bayesian Population Analysis Using WinBUGS, a Hierarchical Perspective by Kery, Marc
Studyguide for Bayesian Population Analysis Using WinBUGS, a Hierarchical Perspective by Kery, Marc - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Studyguide for Bayesian Population Analysis Using WinBUGS, a Hierarchical Perspective by Kery, Marc write by Cram101. This book was released on . Studyguide for Bayesian Population Analysis Using WinBUGS, a Hierarchical Perspective by Kery, Marc available in PDF, EPUB and Kindle.
