https://github.com/santoroma/circspacetime
Spatial and Spatio-Temporal Bayesian Model for Circular Data
https://github.com/santoroma/circspacetime
bayesian-statistics circular-statistics projected-gaussian projected-normal r spatial-data-analysis spatio-temporal wrapped-gaussian wrapped-normal
Last synced: 10 months ago
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Spatial and Spatio-Temporal Bayesian Model for Circular Data
- Host: GitHub
- URL: https://github.com/santoroma/circspacetime
- Owner: santoroma
- License: gpl-3.0
- Created: 2018-03-19T10:33:30.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2019-06-06T09:19:40.000Z (over 6 years ago)
- Last Synced: 2025-03-27T03:22:32.954Z (11 months ago)
- Topics: bayesian-statistics, circular-statistics, projected-gaussian, projected-normal, r, spatial-data-analysis, spatio-temporal, wrapped-gaussian, wrapped-normal
- Language: R
- Homepage: https://github.com/santoroma/CircSpaceTime/blob/master/README.md
- Size: 45.4 MB
- Stars: 7
- Watchers: 1
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# CircSpaceTime
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"
``` r
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.
``` r
install.packages("CircSpaceTime", dep = TRUE)
```
## Using the package
```r
library(CircSpaceTime)
```
For further information on the package you can read the help or take a look at the [vignette](https://github.com/santoroma/CircSpaceTime/tree/master/inst/doc)
## Issues
Please help us to improve the package!
For any issue/error/"what is this?" report the best way is to visit the [issues page](https://github.com/santoroma/CircSpaceTime/issues) 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