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binspp

Bayesian Inference for Neyman-Scott Point Processes

v0.2.3 · Dec 3, 2025 · GPL-3

Description

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>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    libs   5.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    libs   4.7Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  6.4Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    libs   5.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    data   1.1Mb
    libs   4.7Mb

Dependency Network

Dependencies Reverse dependencies Rcpp VGAM cluster mvtnorm spatstat spatstat.model spatstat.geom spatstat.random fields binspp

Version History

new 0.2.3 Mar 9, 2026