nimbleSMC

0.11.1

Sequential Monte Carlo Methods for 'nimble'

0packages depend

7.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Christopher PaciorekFirst published 2020-11-094 releasesCRAN page ↗GitHub ↗

Includes five particle filtering algorithms for use with state space models in the 'nimble' system: 'Auxiliary', 'Bootstrap', 'Ensemble Kalman filter', 'Iterated Filtering 2', and 'Liu-West', as described in Michaud et al. (2021), <doi:10.18637/jss.v100.i03>. A full User Manual is available at <https://r-nimble.org>.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("nimbleSMC")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

pak::pak("nimble-dev/nimbleSMC")

Development version from nimble-dev/nimbleSMC. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-nimblesmc

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-nimbleSMC

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-nimbleSMC

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

Yes

Tests · ratio 0.43

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-08
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

7.4K

CRAN downloads in the past year

Rank #5,830 · ~20/day · ~618/mo

Releases R versions

Daily download trend is not available in this view yet.

57930 days

1.8K90 days

7.4K1 year

Also on96 r2u22 autocran

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.1.2nimble

Imports (1)

methods base

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code

4,705Lines of code

7Exported functions

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

3 0 exported

Complexity

8.3 avg / 10 max

Call network

3 nodes / 1 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (7)

Maintainer (1)

Christopher Paciorek

Author, Maintainer

Authors (3)

Nick Michaud

Author

Daniel Turek

Author

Perry de Valpine

Author

Contributors (2)

Benjamin R. Goldstein

Contributor

Dao Nguyen

Contributor

The Regents of the University of California

Release timeline

4 releases. Pick two to compare their code metrics; R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.11.1Latest
2024-06-14 · current release
R
R 4.4.0 released · 2024-04-24
0.11.0
2023-09-11 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.10.1
2021-12-09 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.10.0
2020-11-09

Package metadata

First published: 2020-11-09
Total releases: 4 / 6 yrs
License: BSD_3_clause + file LICENSE | GPL (>= 2) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet