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pfr
View on CRAN: Click
here
Download and install pfr package within the R console
Install from CRAN:
install.packages("pfr")
Install from Github:
library("remotes")
install_github("cran/pfr")
Install by package version:
library("remotes")
install_version("pfr", "1.0.1")
Attach the package and use:
library("pfr")
Maintained by
Taylor Brown
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-15
Latest Update: 2023-12-08
Description:
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) , the generic SISR filter,
the Auxiliary Particle Filter from Pitt et al (1999) , and a variety of Rao-Blackwellized
particle filters inspired by Andrieu et al. (2002) . For more details on the 'c++' library
'pf', see Brown (2020) .
How to cite:
Taylor Brown (2023). pfr: Interface to the 'C++' Library 'Pf'. R package version 1.0.1, https://cran.r-project.org/web/packages/pfr. Accessed 03 May. 2025.
Previous versions and publish date:
1.0.0 (2023-08-15 12:00)
Other packages that cited pfr R package
View pfr citation profile
Other R packages that pfr depends,
imports, suggests or enhances
Complete documentation for pfr
Functions, R codes and Examples using
the pfr R package
Some associated functions: buildModelFuncs . createPFCPPTemplates .
Some associated R codes: compile.R . cpptemplate_auxpf_export.R . cpptemplate_auxpf_header.R . cpptemplate_auxpf_source.R . cpptemplate_bsfilter_export.R . cpptemplate_bsfilter_header.R . cpptemplate_bsfilter_source.R . cpptemplate_bswc_header.R . cpptemplate_bswc_source.R . cpptemplate_bwsc_export.R . cpptemplate_rbpf_hmm_export.R . cpptemplate_rbpf_hmm_header.R . cpptemplate_rbpf_hmm_source.R . cpptemplate_rbpf_kalman_export.R . cpptemplate_rbpf_kalman_header.R . cpptemplate_rbpf_kalman_source.R . cpptemplate_sisr_export.R . cpptemplate_sisr_header.R . cpptemplate_sisr_source.R . plugin.R . template_creators.R . using_examples.R . Full pfr package functions and examples
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