spatstat is a family of R packages for analysing
spatial point pattern data (and other kinds of spatial data).
It has extensive capabilities for exploratory analysis,
statistical modelling, simulation and statistical inference.
See the website www.spatstat.org or read the book.
Originally there was a single package called spatstat.
It grew so large that CRAN required us to split it into pieces.
The original spatstat has now been divided into a family of 10 sub-packages:
| Sub-package | CRAN page | GitHub repository | Description |
|---|---|---|---|
spatstat.utils |
Basic utilities | ||
spatstat.data |
Datasets | ||
spatstat.sparse |
Sparse arrays | ||
spatstat.univar |
Univariate probability distributions | ||
spatstat.geom |
Spatial data classes; geometrical operations | ||
spatstat.random |
Generation of random patterns | ||
spatstat.explore |
Exploratory Data Analysis of spatial data | ||
spatstat.model |
Parametric modelling and formal inference for spatial data | ||
spatstat.linnet |
Spatial analysis on a linear network | ||
spatstat |
Umbrella package: introduction, vignettes, documentation |
Click the green badge to visit the CRAN page which contains the current release of each sub-package. Click the blue badge to visit the GitHub repository for the current development version of the sub-package.
There still exists a package called spatstat, which is now an
umbrella package that requires all the sub-packages listed above,
and provides introductory guides and vignettes.
You can install and load the new spatstat family in virtually the
same way as you would previously have installed and loaded the old spatstat package.
When you install the new umbrella package spatstat, all the sub-packages listed above will
be installed. When you load the new umbrella spatstat package in an R session,
all the sub-packages listed above will be loaded or imported.
Additionally there are extension packages which contain more functionality. These packages are not automatically installed or loaded; the user must do that if these extra features are desired.
| Extension package | CRAN page | GitHub repository | Description |
|---|---|---|---|
spatstat.gui |
Graphical interface | ||
spatstat.Knet |
linear networks | ||
spatstat.local |
Local (geographically weighted) models | ||
spatstat.sphere |
Not yet published | Spherical data |
The pink box marked spatstat contains all the code that will be
installed when you install the spatstat umbrella package, and loaded
or imported when you load the spatstat umbrella package.
The blue boxes are extension packages which must be installed and loaded separately.
spatstat is the result of 30 years of software development
and contains over 180,000 lines of code.
It is still under
development, motivated by the needs of researchers in many fields,
and driven by innovations in statistical science.
We welcome contributions of code, and suggestions
for improvements.