Interface to the 'C++' Library 'Pf'
Overview
Builds and runs 'c++' code for classes that encapsulate state space model, particle filtering algorithm pairs. Algorithms include the Bootstrap Filter from Gordon et al. (1993) doi:10.1049/ip-f-2.1993.0015, the generic SISR filter, the Auxiliary Particle Filter from Pitt et al (1999) doi:10.2307/2670179, and a variety of Rao-Blackwellized particle filters inspired by Andrieu et al. (2002) doi:10.1111/1467-9868.00363. For more details on the 'c++' library 'pf', see Brown (2020) doi:10.21105/joss.02599.
- Addressed bug regarding vignette generation.
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-04-22
- ERROR13 OK, 1 ERROR2026-04-18
- OK14 OK2026-03-10
Documentation
- Help pages
- 2
- Examples that run
- 50%1 run in a plain check · 1 never run
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
Downloads
Dependencies
Installing pfr adds 2 packages (0 with compiled code, 153 KB of source tarballs). Heaviest: rstudioapi 128 KB, inline 25 KB.
Code & Tests
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 1.0.1Latest
- 1.0.02023-08-15
- RR 4.3.0 released · 2023-04-21
Package metadata
- First published
- 2023-08-15
- Total releases
- 2 / 3 yrs
- License
- GPL (>= 3) OSI
- Download size
- 115 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("pfr")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.