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 05 Jun. 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

msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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