Other packages > Find by keyword >

nimbleSMC  

Sequential Monte Carlo Methods for 'nimble'
View on CRAN: Click here


Download and install nimbleSMC package within the R console
Install from CRAN:
install.packages("nimbleSMC")

Install from Github:
library("remotes")
install_github("cran/nimbleSMC")

Install by package version:
library("remotes")
install_version("nimbleSMC", "0.11.1")



Attach the package and use:
library("nimbleSMC")
Maintained by
Christopher Paciorek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-09
Latest Update: 2024-06-14
Description:
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), . A full User Manual is available at .
How to cite:
Christopher Paciorek (2020). nimbleSMC: Sequential Monte Carlo Methods for 'nimble'. R package version 0.11.1, https://cran.r-project.org/web/packages/nimbleSMC. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.10.0 (2020-11-09 10:10), 0.10.1 (2021-12-09 18:20), 0.11.0 (2023-09-11 01:20)
Other packages that cited nimbleSMC R package
View nimbleSMC citation profile
Other R packages that nimbleSMC depends, imports, suggests or enhances
Complete documentation for nimbleSMC
Functions, R codes and Examples using the nimbleSMC R package
Some associated functions: buildAuxiliaryFilter . buildBootstrapFilter . buildEnsembleKF . buildIteratedFilter2 . buildLiuWestFilter . samplers . 
Some associated R codes: AuxiliaryFilter.R . BootstrapFilter.R . EnKFilter.R . IF2Filter.R . LiuWestFilter.R . MCMCSamplers.R . resamplers.R . utils.R . zzz.R .  Full nimbleSMC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA