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vismi  

Visual Diagnostics for Multiple Imputation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("vismi", "0.9.5")



Attach the package and use:
library("vismi")
Maintained by
Yongshi Deng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-03
Latest Update: 2026-02-03
Description:
A comprehensive suite of static and interactive visual diagnostics for assessing the quality of multiply-imputed data obtained from packages such as 'mixgb' and 'mice'. The package supports inspection of distributional characteristics, diagnostics based on masking observed values and comparing them with re-imputed values, and convergence diagnostics.
How to cite:
Yongshi Deng (2026). vismi: Visual Diagnostics for Multiple Imputation. R package version 0.9.5, https://cran.r-project.org/web/packages/vismi. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited vismi R package
View vismi citation profile
Other R packages that vismi depends, imports, suggests or enhances
Complete documentation for vismi
Functions, R codes and Examples using the vismi R package
Full vismi package functions and examples
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