Other packages > Find by keyword >

ggsmc  

Visualising Output from Sequential Monte Carlo Samplers and Ensemble-Based Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ggsmc", "0.1.2.0")



Attach the package and use:
library("ggsmc")
Maintained by
Richard G Everitt
[Scholar Profile | Author Map]
First Published: 2024-07-27
Latest Update: 2024-07-27
Description:
Functions for plotting, and animating, the output of importance samplers, sequential Monte Carlo samplers (SMC) and ensemble-based methods. The package can be used to plot and animate histograms, densities, scatter plots and time series, and to plot the genealogy of an SMC or ensemble-based algorithm. These functions all rely on algorithm output to be supplied in tidy format. A function is provided to transform algorithm output from matrix format (one Monte Carlo point per row) to the tidy format required by the plotting and animating functions.
How to cite:
Richard G Everitt (2024). ggsmc: Visualising Output from Sequential Monte Carlo Samplers and Ensemble-Based Methods. R package version 0.1.2.0, https://cran.r-project.org/web/packages/ggsmc. Accessed 03 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited ggsmc R package
View ggsmc citation profile
Other R packages that ggsmc depends, imports, suggests or enhances
Complete documentation for ggsmc
Functions, R codes and Examples using the ggsmc R package
Full ggsmc package functions and examples
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for ggsmc0510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

farrell  
Interactive Interface to Data Envelopment Analysis Modeling
Allows the user to execute interactively radial data envelopment analysis models. The user has the a ...
Download / Learn more Package Citations See dependency  
mlr3fselect  
Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3 ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  
grabsampling  
Probability of Detection for Grab Sample Selection
Functions for obtaining the probability of detection, for grab samples selection by using two differ ...
Download / Learn more Package Citations See dependency  
TestDesign  
Optimal Test Design Approach to Fixed and Adaptive Test Construction
Uses the optimal test design approach by Birnbaum (1968, ISBN:9781593119348) and van der Linden (201 ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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