By Ruth King,Byron Morgan,Olivier Gimenez,Steve Brooks
Novel Statistical instruments for protecting and dealing with Populations
By collecting info on key demographic parameters, scientists can usually are expecting how populations will improve sooner or later and relate those parameters to exterior affects, equivalent to international warming. due to their skill to simply include random results, healthy state-space types, assessment posterior version percentages, and care for lacking info, smooth Bayesian tools became very important during this zone of statistical inference and forecasting.
Emphasising version selection and version averaging, Bayesian research for inhabitants Ecology offers up to date tools for analysing complicated ecological information. Leaders within the statistical ecology box, the authors observe the speculation to a variety of real case experiences and illustrate the tools utilizing WinBUGS and R. the pc courses and entire info of the information units can be found at the book’s website.
The first a part of the e-book specializes in types and their corresponding chance features. The authors research classical tools of inference for estimating version parameters, together with maximum-likelihood estimates of parameters utilizing numerical optimisation algorithms. After development this beginning, the authors advance the Bayesian process for becoming versions to information. additionally they evaluate Bayesian and standard techniques to version becoming and inference.
Exploring demanding difficulties in inhabitants ecology, this e-book indicates the way to use the newest Bayesian how to examine information. It allows readers to use the how you can their very own issues of confidence.
Read or Download Bayesian Analysis for Population Ecology (Chapman & Hall/CRC Interdisciplinary Statistics) PDF
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Additional info for Bayesian Analysis for Population Ecology (Chapman & Hall/CRC Interdisciplinary Statistics)