Bayesian Inference for Neyman-Scott Point Processes
Overview
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>.
Install
Health
- OK13 OK2026-09-08
- ERROR12 OK, 1 ERROR2026-09-07
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
Show 5 earlier changesHide 5 earlier changes
- ERROR12 OK, 1 ERROR2026-06-08
- OK12 OK2026-04-25
- NOTE12 OK, 2 NOTE2026-04-22
- ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 29 (1 internal)includes a package overview page
- Examples that run
- 100%15 run in a plain check
- Exported functions with examples
- 77%
- Documented parameters
- 98%
- Return-value docs
- 92%
- Help pages citing references
- 7%
Downloads
Repository
Issues over time
Checks run against github.com/tomasmrkvicka/binspp on 2026-10-18.
No development-tooling practices detected in the upstream repository.
Dependencies
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- 0.2.4Latest
- RR 4.6.0 released · 2026-04-24
- 0.2.32025-12-04 · diff ↗ ·
removed 3 exports
plot_outputs, print_outputs, print_outputs_internspadded 1 export
rawMCMCoutput - 0.2.22025-05-05 · diff ↗
- 0.2.02025-04-24 · diff ↗ ·
added 6 exports
AuxVarGen, coeff, estinternsp, pCClik2, plot_conn, print_outputs_internsp - RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 0.1.262022-12-08 · diff ↗
- unarchivedReturned to CRAN2022-10-08
- 0.1.242022-10-08 · diff ↗
- archivedRemoved from CRAN2022-08-08issues were not corrected in time
- 0.1.202022-06-07 · diff ↗
- 0.1.182022-05-27
- RR 4.2.0 released · 2022-04-22
Package metadata
- First published
- 2022-05-27
- Total releases
- 8 / 4 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 834 KB / 10 files
- Download size
- 915 KB
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