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]
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 02 Apr. 2025.
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
03/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for VDSM02468101214TrendBars

Today's Hot Picks in Authors and Packages

CodeDepends  
Analysis of R Code for Reproducible Research and Code Comprehension
Tools for analyzing R expressions or blocks of code and determining the dependencies between them. ...
Download / Learn more Package Citations See dependency  
pirate  
Generated Effect Modifier
An implementation of the generated effect modifier (GEM) method. This method constructs composite va ...
Download / Learn more Package Citations See dependency  
Maintainer: Zhe Su (view profile)
binom  
Binomial Confidence Intervals for Several Parameterizations
Constructs confidence intervals on the probability of success in a binomial experiment via several ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
CTShiny  
Interactive Document for Working with Classification Tree Analysis
An interactive document on the topic of classification tree analysis using 'rmarkdown' and 'shiny' ...
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  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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