Basic toolkit for the exploration and analysis of the spatio-temporal point patterns through spatial and temporal mark variograms. This repository is based on spatstat
, splancs
, stpp
, geoR
and KernSmooth
packages.
The easiest way to install the development version of mvstpp
from GitHub is using the devtools
package which can be installed run the next command:
install.packages('devtools')
and thereafter run the commands:
require(devtools)
install_github('frajaroco/mvstpp')
warning: It is is necessary to load the additional R package plot3D
in order to plot the outputs of some functions.
- Stoyan, D., Rodríguez-Cortés, F. J., Mateu, J., and Gille, W. (2017). Mark variograms for spatio-temporal point processes. Spatial Statistics, 20:125-147.
- González, J. A., Rodríguez-Cortés, F. J., Cronie, O. and Mateu, J. (2016). Spatio-temporal point process statistics: a review. Spatial Statiscts, 18:505-544.
@misc{r15,
author = {Francisco J. Rodr\'{i}guez-Cort\'{e}s},
title = {mvstpp: {M}ark {V}ariogram for {S}patio-{T}emporal {P}oint {P}rocesses},
year = {2015},
note = {GitHub repository},
url = {\url{https://github.com/frajaroco/mvstpp}}
}