Introduction to WinBUGS for ecologists : a Bayesian Approach to Regression, ANOVA, Mixed Models and Related Analyses

Kery, Marc

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Sprache: Englisch

Verlag: Academic Press an Imprint of Elsevier, Burlington MA, 2010

0123786053 / 9780123786050

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xviii 302 pages. There is an ownership signature on the front end paper and front paste down and the glossy pages are very lightly damp affected, and I really mean lightly. A clean, unmarked and solid copy. "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. --Book Jacket. 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 their own standard and non-standard Bayesian statistics. Introduction to WINBUGS for Ecologists goes right to the heart of the matter by providing ecologists with a comprehensive, yet concise, guide to applying WinBUGS to the types of models that they use most often: linear (LM), generalized linear (GLM), linear mixed (LMM) and generalized linear mixed models (GLMM). Introduction to WinBUGS for Ecologists 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. - 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 - Written with ecological language and ecological examples - Companion Web Appendix that contains all code contained in the book, additional material (including more code and solutions to exercises) - Tutorial approach shows ecologists how to implement Bayesian analysis in practical problems that they face." (The publisher ).…

Bestandsnummer des Verkäufers 019633

Titel
Introduction to WinBUGS for ecologists : a Bayesian Approach to Regression, ANOVA, Mixed Models and Related Analyses
Autor
Kery, Marc
Verlag
Academic Press an Imprint of Elsevier, Burlington MA
Erscheinungsjahr
2010
Zustand
Near Fine
Einband
Soft cover
Sprache
Englisch
ISBN-10
0123786053
ISBN-13
9780123786050
Auflage
First Edition
Abmessungen
8vo - over 7¾" - 9¾" tall
Verkäuferkataloge
Environmental Science

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Verkäufer/-in mit 4 Sternen

Verkäufer:in bei AbeBooks seit 26. Oktober 2000

Versandkosten von Australien nach USA

Artikel14 bis 22 Werktage8 bis 14 Werktage
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Good Reading was established in 1991. In early 2013, I downsized from a shop which spanned a block and two stories to a largish house which resembles a rabbit warren. There are at approximately 40,000 titles, including over 10,000 books in Italian, French, German, Modern Greek, Latin and classical Greek., most of which have not yet been catalogued. I also have a very large Theology section, and a substantial cookery and Australian History one. Please contact me if there is a specific title you are chasing as it may be languishing on the shelf uncatalogued. All enquiries will be answered promptly, books will be mailed out swaddled like Russian babies, and all faults honestly described. I do a full refund for any book sporting nasty surprises.…

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