Format:
XVIII, 302 S.
,
Ill., graph. Darst.
Edition:
1. ed.
ISBN:
9780123786050
Content:
Introduction -- Introduction to Bayesian analysis of a statistical model -- WinBUGS -- A first session in WinBUGS : the "model of the mean" -- Running WinBUGS from R via R2WinBUGS -- Key components of (generalized) linear models : statistical distributions and the linear predictor -- t-Test : equal and unequal variances -- Normal linear regression -- Normal one-way ANOVA -- Normal two-way ANOVA -- General linear model (ANCOVA) -- Linear mixed-effects model -- Introduction to the generalized linear model : Poisson "t-test" -- Overdispersion, zero-inflation, and offsets in the GLM -- Poisson ANCOVA -- Poisson mixed-effects model (Poisson GLMM) -- Binomial "t-Test" -- Binomial analysis of covariance -- Binomial mixed-effects model (binomial GLMM) -- Nonstandard GLMMs 1 : site-occupancy species distribution model -- Nonstandard GLMMs 2 : binomial mixture model to model abundance -- Conclusions
Note:
Hier auch später erschienene, unveränderte Nachdrucke
Additional Edition:
Erscheint auch als Online-Ausgabe Kéry, Manuel Marton Marc, 1968 - Introduction to WinBUGS for ecologists Amsterdam : Elsevier, 2010 ISBN 9781282755666
Language:
English
Subjects:
Biology
,
Mathematics
Keywords:
Ökologie
;
Datenanalyse
;
Biometrie
;
Bayes-Entscheidungstheorie
;
Population
;
Analyse
;
Programm
