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]
All associated links for this package
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 21 Nov. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
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  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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