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Title: GitHub - statguy/SpaceTimeModels: An R package for fitting parametric spatial and spatio-temporal models with INLA

Open Graph Title: GitHub - statguy/SpaceTimeModels: An R package for fitting parametric spatial and spatio-temporal models with INLA

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Description: An R package for fitting parametric spatial and spatio-temporal models with INLA - statguy/SpaceTimeModels

Open Graph Description: An R package for fitting parametric spatial and spatio-temporal models with INLA - statguy/SpaceTimeModels

X Description: An R package for fitting parametric spatial and spatio-temporal models with INLA - statguy/SpaceTimeModels

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https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#spacetimemodels---an-r-package-for-fitting-parametric-spatial-and-spatio-temporal-models-with-inla
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#introduction
Rhttp://www.r-project.org/
R-INLAhttp://www.r-inla.org/
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#autocorrelation
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#discrete-and-continuous-data
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the referencehttp://www.math.ntnu.no/inla/r-inla.org/papers/jss/lindgren.pdf
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#discrete-models
documentationhttp://www.r-inla.org/models/latent-models
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#installation
herehttp://www.r-inla.org/download
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#usage
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#continuous-models-1
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#model-object
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#coordinates
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#spatial-mesh-creation
the referencehttp://www.math.ntnu.no/inla/r-inla.org/papers/jss/lindgren.pdf
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#smoothing-and-covariate-models
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#data-stacks
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#priors
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#discrete-models-1
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#priors-1
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#likelihood
R-INLA documentationhttp://www.r-inla.org/models/likelihoods
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#estimation
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#extracting-results
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#model-selection
WAIChttp://www.stat.columbia.edu/~gelman/research/published/waic_understand3.pdf
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#saving-and-restoring-model-object
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Cameletti et al. (2012)http://www.r-inla.org/examples/case-studies/cameletti-et-al
linkhttps://github.com/statguy/SpaceTimeModels/blob/master/inst/tests/tests1.R
https://patch-diff.githubusercontent.com/statguy/SpaceTimeModels#references-and-other-supporting-material
Lindgren, F., Rue, H. (2015). Bayesian Spatial Modelling with R-INLA. Journal of Statistical Software.http://www.math.ntnu.no/inla/r-inla.org/papers/jss/lindgren.pdf
Cameletti, M., Lindgren, F., Simpson, D., Rue, H. (2012). Spatio-temporal modeling of particulate matter concentration through the SPDE approach. AStA Advances in Statistical Analysis.http://www.math.ntnu.no/~daniesi/Cameletti_et_al_submitted.pdf
Krainski, E.T., Lindgren, F., Simpson, D., Rue, H. The R-INLA tutorial on SPDE models.http://www.math.ntnu.no/inla/r-inla.org/tutorials/spde/spde-tutorial.pdf
Gelman, A., Hwang, J., Vehtari, A. (2013). Understanding predictive information criteria for Bayesian models. Statistics and Computing.http://www.stat.columbia.edu/~gelman/research/published/waic_understand3.pdf
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