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Spatial and Spatio-Temporal Bayesian Model for Circular Data

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santoroma/CircSpaceTime

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Spatial and Spatio-Temporal Bayesian Model for Circular Data

Implementation of Bayesian models for spatial and spatio-temporal interpolation of circular data using Gaussian Wrapped and Gaussian Projected distributions.

Currently the following models are implemented:
Spatial Wrapped Normal
Spatial Projected Normal
Spatio-Temporal Wrapped Normal
Spatio-Temporal Projected Normal

Installation

From source

If you are linux/linux-like users or simply you want to compile from source the best way is to use "devtools"

devtools_installed<- require(devtools)if (!devtools_installed){   install.packages("devtools",dep=TRUE)    library(devtools)    }  install_github("santoroma/CircSpaceTime")

Dependencies: Rcpp, RcppArmadillo, circular, ggplot2, coda
Suggested: foreach, parallel, iterators, doParallel, knitr, rmarkdown, gridExtra

From CRAN

The package is in submission on CRAN.

  install.packages("CircSpaceTime",dep=TRUE)

Using the package

library(CircSpaceTime)

For further information on the package you can read the help or take a look at thevignette

Issues

Please help us to improve the package!
For any issue/error/"what is this?" report the best way is to visit theissues page and:

  1. Find if already exist a similar issue, read it and if the case write a precise comment with reproducible example.
  2. If not, open a new one writing a precise comment with reproducible example.

Thanks

Mario, Gianluca and Giovanna

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