Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN
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Generalized Linear Mixed Models

2015 ◽  
pp. 141-159 ◽  
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Mixed Models ◽  
Generalized Linear Mixed Models ◽  
Linear Mixed Models

Posterior Predictive Model Checking and Proportion of Explained Variance

2015 ◽  
pp. 161-174
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Model Checking ◽  
Predictive Model ◽  
Posterior Predictive Model Checking ◽  
Explained Variance

Modeling Spatial Data Using GLMM

2015 ◽  
pp. 213-224
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Spatial Data

What Should I Report in a Paper

2015 ◽  
pp. 289-296
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  

Markov Chain Monte Carlo Simulation

2015 ◽  
pp. 197-212
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Markov Chain ◽  
Markov Chain Monte Carlo

Prior Influence and Parameter Estimability

2015 ◽  
pp. 265-278
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Prior Influence

Why do we Need Statistical Models and What is this Book About?

2015 ◽  
pp. 1-4 ◽  
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Statistical Models

Model Selection and Multimodel Inference

2015 ◽  
pp. 175-196 ◽  
Author(s):  
Fränzi Korner-Nievergelt ◽  
Tobias Roth ◽  
Stefanie von Felten ◽  
Jérôme Guélat ◽  
Bettina Almasi ◽  
...  
Keyword(s):  
Model Selection ◽  
Multimodel Inference
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