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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 22 Dec. 2024.
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
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