vismi-package

<img src="figures/logo.png?package=vismi&version=0.9.5" style="float: right" alt="logo" width="120">
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.

internal

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.

Yongshi Deng

vismi

Visual Diagnostics for Multiple Imputation

Thomas Lumley

vismi-package function

Maintainer: Yongshi Deng <a href="/link/agnes.yongshideng%40gmail.com?package=vismi&version=0.9.5" data-mini-rdoc="vismi::agnes.yongshideng@gmail.com">agnes.yongshideng@gmail.com</a> (<a href="https://orcid.org/0000-0001-5845-859X">ORCID</a>)
Other contributors:<ul>
<li>Thomas Lumley <a href="/link/t.lumley%40auckland.ac.nz?package=vismi&version=0.9.5" data-mini-rdoc="vismi::t.lumley@auckland.ac.nz">t.lumley@auckland.ac.nz</a> [thesis advisor]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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.

vismi: Visual Diagnostics for Multiple Imputation — vismi-package

Maintainer: Yongshi Deng <a href='mailto:agnes.yongshideng@gmail.com'>agnes.yongshideng@gmail.com</a> (<a href='https://orcid.org/0000-0001-5845-859X'>ORCID</a>)
Other contributors:<ul>
<li>Thomas Lumley <a href='mailto:t.lumley@auckland.ac.nz'>t.lumley@auckland.ac.nz</a> [thesis advisor]</li>
</ul>

vismi-package: vismi: Visual Diagnostics for Multiple Imputation

Description

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