Introduction to WinBUGS for Ecologists

Written By Marc Kery
Introduction to WinBUGS for Ecologists
  • Publsiher : Academic Press
  • Release : 19 July 2010
  • ISBN : 9780123786067
  • Pages : 320 pages
  • Rating : 5/5 from 1 reviews
GET THIS BOOKIntroduction to WinBUGS for Ecologists


Download or read book entitled Introduction to WinBUGS for Ecologists by author: Marc Kery which was release on 19 July 2010 and published by Academic Press with total page 320 pages . This book available in PDF, EPUB and Kindle Format. Introduction to WinBUGS for Ecologists introduces applied Bayesian modeling to ecologists using the highly acclaimed, free WinBUGS software. It offers an understanding of statistical models as abstract representations of the various processes that give rise to a data set. Such an understanding is basic to the development of inference models tailored to specific sampling and ecological scenarios. The book begins by presenting the advantages of a Bayesian approach to statistics and introducing the WinBUGS software. It reviews the four most common statistical distributions: the normal, the uniform, the binomial, and the Poisson. It describes the two different kinds of analysis of variance (ANOVA): one-way and two- or multiway. It looks at the general linear model, or ANCOVA, in R and WinBUGS. It introduces generalized linear model (GLM), i.e., the extension of the normal linear model to allow error distributions other than the normal. The GLM is then extended contain additional sources of random variation to become a generalized linear mixed model (GLMM) for a Poisson example and for a binomial example. The final two chapters showcase two fairly novel and nonstandard versions of a GLMM. The first is the site-occupancy model for species distributions; the second is the binomial (or N-) mixture model for estimation and modeling of abundance. Introduction to the essential theories of key models used by ecologists Complete juxtaposition of classical analyses in R and Bayesian analysis of the same models in WinBUGS Provides every detail of R and WinBUGS code required to conduct all analyses Companion Web Appendix that contains all code contained in the book and additional material (including more code and solutions to exercises)

Introduction to WinBUGS for Ecologists

Introduction to WinBUGS for Ecologists
  • Author : Marc Kery
  • Publisher : Academic Press
  • Release Date : 2010-07-19
  • Total pages : 320
  • ISBN : 9780123786067
GET BOOK

Summary : Introduction to WinBUGS for Ecologists introduces applied Bayesian modeling to ecologists using the highly acclaimed, free WinBUGS software. It offers an understanding of statistical models as abstract representations of the various processes that give rise to a data set. Such an understanding is basic to the development of inference models ...

Bayesian Population Analysis Using WinBUGS

Bayesian Population Analysis Using WinBUGS
  • Author : Marc Kéry,Michael Schaub
  • Publisher : Academic Press
  • Release Date : 2012
  • Total pages : 535
  • ISBN : 9780123786067
GET BOOK

Summary : 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 ...

INTRODUCTION TO BAYESIAN METHODS IN ECOLOGY AND NATURAL RESOURCES

INTRODUCTION TO BAYESIAN METHODS IN ECOLOGY AND NATURAL RESOURCES
  • Author : EDWIN J. GREEN
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 9780123786067
GET BOOK

Summary : Read online INTRODUCTION TO BAYESIAN METHODS IN ECOLOGY AND NATURAL RESOURCES written by EDWIN J. GREEN, published by Springer Nature which was released on 2020. Download full INTRODUCTION TO BAYESIAN METHODS IN ECOLOGY AND NATURAL RESOURCES Books now! Available in PDF, ePub and Kindle....

Bayesian Analysis for Population Ecology

Bayesian Analysis for Population Ecology
  • Author : Ruth King,Byron Morgan,Olivier Gimenez,Steve Brooks
  • Publisher : CRC Press
  • Release Date : 2009-10-30
  • Total pages : 456
  • ISBN : 9780123786067
GET BOOK

Summary : Novel Statistical Tools for Conserving and Managing PopulationsBy gathering information on key demographic parameters, scientists can often predict how populations will develop in the future and relate these parameters to external influences, such as global warming. Because of their ability to easily incorporate random effects, fit state-space mode...

Spatial Data Analysis in Ecology and Agriculture Using R

Spatial Data Analysis in Ecology and Agriculture Using R
  • Author : Richard E. Plant
  • Publisher : CRC Press
  • Release Date : 2018-12-07
  • Total pages : 666
  • ISBN : 9780123786067
GET BOOK

Summary : Key features: Unique in its combination of serving as an introduction to spatial statistics and to modeling agricultural and ecological data using R Provides exercises in each chapter to facilitate the book's use as a course textbook or for self-study Adds new material on generalized additive models, point pattern analysis, ...

Introduction to Hierarchical Bayesian Modeling for Ecological Data

Introduction to Hierarchical Bayesian Modeling for Ecological Data
  • Author : Eric Parent,Etienne Rivot
  • Publisher : CRC Press
  • Release Date : 2012-08-21
  • Total pages : 427
  • ISBN : 9780123786067
GET BOOK

Summary : Making statistical modeling and inference more accessible to ecologists and related scientists, Introduction to Hierarchical Bayesian Modeling for Ecological Data gives readers a flexible and effective framework to learn about complex ecological processes from various sources of data. It also helps readers get started on building their own statistical models. ...

Canadian Journal of Fisheries and Aquatic Sciences

Canadian Journal of Fisheries and Aquatic Sciences
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 212
  • ISBN : 9780123786067
GET BOOK

Summary : Read online Canadian Journal of Fisheries and Aquatic Sciences written by , published by which was released on 2014. Download full Canadian Journal of Fisheries and Aquatic Sciences Books now! Available in PDF, ePub and Kindle....

Improving Environmental Flow Methods Used in California Federal Energy Regulatory Commission Relicensing

Improving Environmental Flow Methods Used in California Federal Energy Regulatory Commission Relicensing
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2011
  • Total pages : 219
  • ISBN : 9780123786067
GET BOOK

Summary : Read online Improving Environmental Flow Methods Used in California Federal Energy Regulatory Commission Relicensing written by , published by which was released on 2011. Download full Improving Environmental Flow Methods Used in California Federal Energy Regulatory Commission Relicensing Books now! Available in PDF, ePub and Kindle....

Handbook of Meta analysis in Ecology and Evolution

Handbook of Meta analysis in Ecology and Evolution
  • Author : Julia Koricheva,Jessica Gurevitch,Kerrie Mengersen
  • Publisher : Princeton University Press
  • Release Date : 2013-04-21
  • Total pages : 498
  • ISBN : 9780123786067
GET BOOK

Summary : Meta-analysis is a powerful statistical methodology for synthesizing research evidence across independent studies. This is the first comprehensive handbook of meta-analysis written specifically for ecologists and evolutionary biologists, and it provides an invaluable introduction for beginners as well as an up-to-date guide for experienced meta-analysts. The chapters, written by renowned ...

Journal of the American Statistical Association

Journal of the American Statistical Association
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 9780123786067
GET BOOK

Summary : Read online Journal of the American Statistical Association written by , published by which was released on 2008. Download full Journal of the American Statistical Association Books now! Available in PDF, ePub and Kindle....

Camera Traps in Animal Ecology

Camera Traps in Animal Ecology
  • Author : Allan F. O'Connell,James D. Nichols,K. Ullas Karanth
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-10-05
  • Total pages : 271
  • ISBN : 9780123786067
GET BOOK

Summary : Remote photography and infrared sensors are widely used in the sampling of wildlife populations worldwide, especially for cryptic or elusive species. Guiding the practitioner through the entire process of using camera traps, this book is the first to compile state-of-the-art sampling techniques for the purpose of conducting high-quality science or ...

Focus on Ecology Research

Focus on Ecology Research
  • Author : A. R. Burk
  • Publisher : Nova Science Pub Incorporated
  • Release Date : 2006
  • Total pages : 276
  • ISBN : 9780123786067
GET BOOK

Summary : Ecology is the study of the interrelationships between organisms and their environment, including the biotic and abiotic components. There are at least six kinds of ecology such as: ecosystem, physiological, behavioural, population, and community. Specific topics include: Acid Deposition, Acid Rain Revisited, Biodiversity, Biocomplexity, Carbon Sequestration in Soils, Coral Reefs, ...

Biostatistics

Biostatistics
  • Author : George G. Woodworth
  • Publisher : Wiley-Interscience
  • Release Date : 2004-09-06
  • Total pages : 360
  • ISBN : 9780123786067
GET BOOK

Summary : An essential introductory text linking traditional biostatistics with bayesian methods In recent years, Bayesian methods have seen an explosion of interest, with applications in fields including biochemistry, ecology, medicine, oncology, pharmacology, and public health. As an interpretive system integrating data with observation, the Bayesian approach provides a nuanced yet mathematically ...

Fish Invasions of the Mediterranean Sea

Fish Invasions of the Mediterranean Sea
  • Author : Daniel Golani,Brenda Appelbaum-Golani
  • Publisher : Pensoft Pub
  • Release Date : 2010
  • Total pages : 332
  • ISBN : 9780123786067
GET BOOK

Summary : Biological invasions are one of the major factors affecting ecosystems throughout the world. The Mediterranean Sea is one of the most dynamic marine ecosystems in the world and is subject to ongoing invasions of marine organisms. This book focuses on fish invasions of the Mediterranean and presents the latest research ...

Ecological Models and Data in R

Ecological Models and Data in R
  • Author : Benjamin M. Bolker
  • Publisher : Princeton University Press
  • Release Date : 2008-07-21
  • Total pages : 396
  • ISBN : 9780123786067
GET BOOK

Summary : Introduction and background; Exploratory data analysis and graphics; Deterministic functions for ecological modeling; Probability and stochastic distributions for ecological modeling; Stochatsic simulation and power analysis; Likelihood and all that; Optimization and all that; Likelihood examples; Standar statistics revisited; Modeling variance; Dynamic models....