Other packages > Find by keyword >

VDSM  

Visualization of Distribution of Selected Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VDSM", "0.1.1")



Attach the package and use:
library("VDSM")
Maintained by
Linna Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-16
Latest Update: 2021-04-16
Description:
Although model selection is ubiquitous in scientific discovery, the stability and uncertainty of the selected model is often hard to evaluate. How to characterize the random behavior of the model selection procedure is the key to understand and quantify the model selection uncertainty. This R package offers several graphical tools to visualize the distribution of the selected model. For example, Gplot(), Hplot(), VDSM_scatterplot() and VDSM_heatmap(). To the best of our knowledge, this is the first attempt to visualize such a distribution. About what distribution of selected model is and how it work please see Qin,Y.and Wang,L. (2021) "Visualization of Model Selection Uncertainty" <https://homepages.uc.edu/~qinyn/VDSM/VDSM.html>.
How to cite:
Linna Wang (2021). VDSM: Visualization of Distribution of Selected Model. R package version 0.1.1, https://cran.r-project.org/web/packages/VDSM. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited VDSM R package
View VDSM citation profile
Other R packages that VDSM depends, imports, suggests or enhances
Complete documentation for VDSM
Functions, R codes and Examples using the VDSM R package
Some associated functions: CheckInput . DSM_plot . Gplot . Groupinfo . Hplot . VDSM_heatmap . VDSM_scatter_heat . VDSM_scatterplot . exampleX . examplef . 
Some associated R codes: CheckInput.R . DSM_plot.R . G_H_info.R . Rglobal.R . Scatter_heat_info.R . VDSM_Gplot.R . VDSM_Hplot.R . VDSM_heatmap.R . VDSM_scatterplot.R .  Full VDSM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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