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The Bayesian MCMC estimation of parameters for Thomas-type cluster point process with various inhomogeneities. It allows for inhomogeneity in (i) distribution of parent points, (ii) mean number of points in a cluster, (iii) cluster spread. The package also allows for the Bayesian MCMC algorithm for the homogeneous generalized Thomas process. The cluster size is allowed to have a variance that is greater or less than the expected value (cluster sizes are over or under dispersed). Details are described in Dvořák, Remeš, Beránek & Mrkvička (2022) <arXiv: 10.48550/arXiv.2205.07946>.
| Version: | 0.1.26 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp, VGAM, cluster, mvtnorm, spatstat, spatstat.model, spatstat.geom, spatstat.random |
| LinkingTo: | Rcpp, RcppArmadillo, RcppEigen |
| Published: | 2022-12-08 |
| DOI: | 10.32614/CRAN.package.binspp |
| Author: | Mrkvicka Tomas [aut], Dvorak Jiri [aut], Beranek Ladislav [aut], Remes Radim [aut, cre] |
| Maintainer: | Remes Radim <inrem at jcu.cz> |
| License: | GPL-3 |
| URL: | https://github.com/tomasmrkvicka/binspp |
| NeedsCompilation: | yes |
| CRAN checks: | binspp results |
| Reference manual: | binspp.pdf |
| Package source: | binspp_0.1.26.tar.gz |
| Windows binaries: | r-devel: binspp_0.1.26.zip, r-release: binspp_0.1.26.zip, r-oldrel: binspp_0.1.26.zip |
| macOS binaries: | r-release (arm64): binspp_0.1.26.tgz, r-oldrel (arm64): binspp_0.1.26.tgz, r-release (x86_64): binspp_0.1.26.tgz, r-oldrel (x86_64): binspp_0.1.26.tgz |
| Old sources: | binspp archive |
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