Bayesian Population Analysis using WinBUGS: A Hierarchical by Marc Kery,Michael Schaub

By Marc Kery,Michael Schaub

Bayesian statistics has exploded into biology and its sub-disciplines, corresponding to ecology, during the last decade. The loose software WinBUGS, and its open-source sister OpenBugs, is at the moment the single versatile and general-purpose software on hand with which the typical ecologist can behavior normal and non-standard Bayesian statistics.

  • Comprehensive and richly commented examples illustrate quite a lot of types which are such a lot proper to the examine of a latest inhabitants ecologist
  • All WinBUGS/OpenBUGS analyses are thoroughly built-in in software program R
  • Includes entire documentation of all R and WinBUGS code required to behavior analyses and indicates all the mandatory steps from having the information in a textual content dossier out of Excel to analyzing and processing the output from WinBUGS in R

Show description

Read or Download Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective PDF

Similar mathematical & statistical books

SAS Programming in the Pharmaceutical Industry, Second Edition

This entire source offers on-the-job education for statistical programmers who use SAS within the pharmaceutical industryThis one-stop source deals an entire overview of what access- to intermediate-level statistical programmers want to know so as to aid with the research and reporting of scientific trial facts within the pharmaceutical undefined.

Bayesian Statistics from Methods to Models and Applications: Research from BAYSM 2014 (Springer Proceedings in Mathematics & Statistics)

The second one Bayesian younger Statisticians assembly (BAYSM 2014) and the learn provided right here facilitate connections between researchers utilizing Bayesian information by way of supplying a discussion board for the advance and alternate of rules. WU Vienna collage of industrial and Economics hosted BAYSM 2014 from September 18th to the nineteenth.

Modern Methodology and Applications in Spatial-Temporal Modeling (SpringerBriefs in Statistics)

This publication offers a contemporary introductory educational on really expert methodological and utilized elements of spatial and temporal modeling. The components coated contain a variety of themes which replicate the variety of this area of study throughout a couple of quantitative disciplines. for example, the 1st bankruptcy bargains with non-parametric Bayesian inference through a lately built framework often called kernel suggest embedding which has had an important impact in computing device studying disciplines.

New Developments in Statistical Modeling, Inference and Application: Selected Papers from the 2014 ICSA/KISS Joint Applied Statistics Symposium in Portland, OR (ICSA Book Series in Statistics)

The papers during this quantity symbolize the main well timed and complicated contributions to the 2014 Joint utilized statistics Symposium of the overseas chinese language Statistical organization (ICSA) and the Korean foreign Statistical Society (KISS), held in Portland, Oregon. The contributions conceal new advancements in statistical modeling and medical examine: together with version improvement, version checking, and leading edge scientific trial layout and research.

Extra info for Bayesian Population Analysis using WinBUGS: A Hierarchical Perspective

Example text

Download PDF sample

Rated 4.16 of 5 – based on 23 votes