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 DvoÅák, RemeÅ¡, Beránek & MrkviÄka (2022) <arXiv: 10.48550/arXiv.2205.07946>.
Version: 0.2.2 Depends: R (≥ 3.5.0) Imports: Rcpp, VGAM, cluster, mvtnorm, spatstat, spatstat.model, spatstat.geom, spatstat.random, fields LinkingTo: Rcpp, RcppArmadillo, RcppEigen Published: 2025-05-05 DOI: 10.32614/CRAN.package.binspp Author: Mrkvicka Tomas [aut], Dvorak Jiri [aut], Beranek Ladislav [aut], Remes Radim [aut, cre], Park Jaewoo [ctb], Lee Sujeong [ctb] Maintainer: Remes Radim <inrem at jcu.cz> License: GPL-3 URL: https://github.com/tomasmrkvicka/binspp NeedsCompilation: yes CRAN checks: binspp results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=binspp to link to this page.
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