R package to process selected outputs form the INLA package.
The INLAOutputs package has functions for the following tasks:
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Alternative return of fixed effects (exponentiated by default, highest probability density, quantiles).
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Alternative return of random effects (exponentiated by default).
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Calculate random effects in excess.
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Calculate the proportion of variance explained by each component of variance.
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Calculate measures of godness-of-fit and predictive performance.
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The functions to process random effects accept more than one model and process all random effects of each model.
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The functions to calculate measure of godness-of-fit and predictive preformance also accept more than one model and return models in order given by the performance.
To install INLAOutputs, use install_github('oswaldosantos/INLAOutputs') (make sure that devtools package is loaded).
For details, see:
- http://www.r-inla.org/home
- Blangiardo, Marta, and Michela Cameletti. Spatial and Spatio-temporal Bayesian Models with R-INLA. John Wiley & Sons, 2015.