lgcplgcp package depends
upon some other important contributions to CRAN in order to
operate; their uses here are indicated:
spatstat, sp,
RandomFields, iterators, ncdf, methods, tcltk, rgl, rpanel,
fields, rgdal, maptools, rgeos, rasterlgcp, the user
may refer to the following work:
lgcp -- An R package
for Inference With Spatiotemporal Log-Gaussian Cox
Processes. Benjamin M. Taylor, Tilman M. Davies, Barry S.
Rowlingson, Peter J. Diggle. Submitted to The Journal Of
Statistical Software.For examples and further details of the package, type vignette("lgcp"), or refer to the paper associated with this package.
The content of lgcp can be broken up as follows:
Datasets wpopdata.rda, wtowncoords.rda, wtowns.rda.
Giving regional and town poopulations as well as town
coordinates,are provided by Wikipedia and The Office for
National Statistics under respectively the Creative Commons
Attribution-ShareAlike 3.0 Unported License and the Open
Government Licence.
Data manipulation
Model fitting and parameter estimation
Unconditional and conditional simulation
Summary statistics, diagnostics and visualisation