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vismi: Visual Diagnostics for Multiple Imputation
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.
| Version: |
0.9.5 |
| Depends: |
R (≥ 4.3.0) |
| Imports: |
cli, data.table, dplyr, GGally, ggplot2 (≥ 4.0.1), ggtext, gridExtra, ggridges, mixgb (≥ 2.2.3), patchwork, plotly, purrr, rlang, stats, scales, tidyr, trelliscopejs |
| Published: |
2026-02-03 |
| DOI: |
10.32614/CRAN.package.vismi (may not be active yet) |
| Author: |
Yongshi Deng 
[aut, cre],
Thomas Lumley [ths] |
| Maintainer: |
Yongshi Deng <agnes.yongshideng at gmail.com> |
| BugReports: |
https://github.com/agnesdeng/vismi/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://agnesdeng.github.io/vismi/ |
| NeedsCompilation: |
no |
| Language: |
en-GB |
| Citation: |
vismi citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
vismi results |
Documentation:
Downloads:
Linking:
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https://CRAN.R-project.org/package=vismi
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.