Items related to Introduction to WinBUGS for Ecologists: Bayesian approach...

Introduction to WinBUGS for Ecologists: Bayesian approach to regression, ANOVA, mixed models and related analyses - Softcover

  • 4.55 out of 5 stars
    20 ratings by Goodreads
 
9780123786050: Introduction to WinBUGS for Ecologists: Bayesian approach to regression, ANOVA, mixed models and related analyses

Synopsis

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)

"synopsis" may belong to another edition of this title.

About the Author

Dr. Marc works as a senior scientist at the Swiss Ornithological Institute, Seerose 1, 6204 Sempach, Switzerland. This is a non-profit NGO with about 160 employees dedicated primarily to bird research, monitoring, and conservation. Marc was trained as a plant population ecologist at the Swiss Universities of Basel and Zuerich. After a 2-year postdoc at the (then) USGS Patuxent Wildlife Center in Laurel, MD. During the last 20 years he has worked at the interface between population ecology, biodiversity monitoring, wildlife management, and statistics. He has published more than 100 peer-reviewed journal articles and five textbooks on applied statistical modeling. He has also been very active in teaching fellow biologists and wildlife managers the concepts and tools of modern statistical analysis in their fields in workshops all over the world, something which goes together with his books, which target the same audiences.

From the Back Cover

Introduction to WINbugs for Ecologists is an introduction to Bayesian statistical modeling, written for ecologists by an ecologist, using the widely available WinBUGS package. Examples are placed within a comprehensive and largely non-mathematical overview of linear, generalized linear (GLM), mixed and generalized linear mixed models (GLMM). This book will be of interest to any quantitative scientist who uses regression-type models, especially ecologists, agronomists, geologists, epidemiologists, sociologists, and psychologists. This book:

  • Teaches by example rather than by equations.
  • Contains examples based on simulated data along with fully commented R code for the generation of these data sets.
  • Is full integrated with program R―all analyses are conducted by calling program WinBUGS from within program R.

Dr. Kéry is a population ecologist with the Swiss Ornithological Institute. He is the author of over 40 peer-reviewed journal articles on a wide range of topics, including the analysis of large-scale monitoring programs, demographic population analyses, experimental design for animal and plant surveys, and the population ecology of rare species.

"About this title" may belong to another edition of this title.

Buy Used

Condition: Good
Book is in good condition and may...
View this item

FREE shipping within U.S.A.

Destination, rates & speeds

Buy New

View this item

US$ 7.88 shipping from Italy to U.S.A.

Destination, rates & speeds

Search results for Introduction to WinBUGS for Ecologists: Bayesian approach...

Seller Image

Kéry, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
Used Softcover

Seller: Zoom Books Company, Lynden, WA, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: good. Book is in good condition and may include underlining highlighting and minimal wear. The book can also include "From the library of" labels. May not contain miscellaneous items toys, dvds, etc. . We offer 100% money back guarantee and 24 7 customer service. Seller Inventory # 5AAWX70007UC_ns

Contact seller

Buy Used

US$ 37.17
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

KĂ ry, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
Used Paperback

Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.2. Seller Inventory # G0123786053I3N00

Contact seller

Buy Used

US$ 38.37
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Kéry, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
Used Softcover

Seller: Antiquariaat Berger & De Vries, Groningen, Netherlands

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. 302 p. -(Notes in ink on the first 56 pages, but otherwise the book is in excellent condition.). ISBN 9780123786050. Seller Inventory # 72473-A-61738

Contact seller

Buy Used

US$ 23.86
Convert currency
Shipping: US$ 23.17
From Netherlands to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Kery, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
Used Paperback

Seller: WorldofBooks, Goring-By-Sea, WS, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR011031012

Contact seller

Buy Used

US$ 41.69
Convert currency
Shipping: US$ 7.45
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Kéry, Marc
ISBN 10: 0123786053 ISBN 13: 9780123786050
Used Softcover First Edition

Seller: Barter Books Ltd, Alnwick, NORTH, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Very Good. First Edition. VG : in very good condition without dust jacket as issued. 230mm x 150mm (9" x 6"). xviii, 302pp. Illustrated laminated card cover. Seller Inventory # j5893

Contact seller

Buy Used

US$ 40.27
Convert currency
Shipping: US$ 10.64
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Kéry, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
New Softcover
Print on Demand

Seller: Brook Bookstore On Demand, Napoli, NA, Italy

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: new. Questo č un articolo print on demand. Seller Inventory # cccd15d285631a27fb6b3e3b24458e0a

Contact seller

Buy New

US$ 56.26
Convert currency
Shipping: US$ 7.88
From Italy to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Kery, Marc
Published by Academic Press, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
New Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 8827933-n

Contact seller

Buy New

US$ 69.23
Convert currency
Shipping: US$ 2.64
Within U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Kery, Marc
Published by Academic Pr, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
New Paperback

Seller: Revaluation Books, Exeter, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: Brand New. 1st edition. 302 pages. 8.75x5.75x0.75 inches. In Stock. Seller Inventory # __0123786053

Contact seller

Buy New

US$ 58.62
Convert currency
Shipping: US$ 13.30
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 2 available

Add to basket

Stock Image

Marc Kery
Published by Academic Press 2010-06-17, 2010
ISBN 10: 0123786053 ISBN 13: 9780123786050
New Paperback

Seller: Chiron Media, Wallingford, United Kingdom

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Paperback. Condition: New. Seller Inventory # 6666-ELS-9780123786050

Contact seller

Buy New

US$ 52.47
Convert currency
Shipping: US$ 20.60
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Marc Kery
ISBN 10: 0123786053 ISBN 13: 9780123786050
New Paperback

Seller: Grand Eagle Retail, Mason, OH, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: new. Paperback. 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. Combines the use of simulated data sets "paired" analyses using WinBUGS (in a Bayesian framework for analysis) and in R (in a frequentist mode of inference) and uses a very detailed step-by-step tutorial presentation style that really lets the reader repeat every step of the application of a given mode in their own research. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780123786050

Contact seller

Buy New

US$ 75.49
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

There are 9 more copies of this book

View all search results for this book