A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit <a rel="external noopener" href="https://diglib.eg.org/xmlui/bitstream/handle/10.2312/vcbm20171236/043-051.pdf;jsessionid=56F353C85BF4CACEC1FB5B5EBD116104?sequence=1">the original URL</a>. The file type is <code>application/pdf</code>.
Visual Analytics of Missing Data in Epidemiological Cohort Studies
[article]
<span title="">2017</span>
<i title="The Eurographics Association">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nz3bgc5hjvedbe7julfimhidve" style="color: black;">Eurographics Workshop on Visual Computing for Biomedicine</a>
</i>
Preserved Fulltext
We introduce a visual analytics solution to analyze and treat missing values. Our solution is based on general approaches to handle missing values, but is fine-tuned to the problems in epidemiological cohort study data. The most severe missingness problem in these data is the considerable dropout rate in longitudinal studies that limits the power of statistical analysis and the validity of study findings. Our work is inspired by discussions with epidemiologists and tries to add visual
<span class="external-identifiers">
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/vcbm.20171236">doi:10.2312/vcbm.20171236</a>
<a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/vcbm/AlemzadehNIVSSP17.html">dblp:conf/vcbm/AlemzadehNIVSSP17</a>
<a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fmqwy2jus5hengdm7z2pznx3me">fatcat:fmqwy2jus5hengdm7z2pznx3me</a>
</span>
more »
... to their current statistics-based approaches. In this paper we provide a graphical user interface for exploration, imputation and checking the quality of imputations.
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220117165338/https://diglib.eg.org/xmlui/bitstream/handle/10.2312/vcbm20171236/043-051.pdf;jsessionid=56F353C85BF4CACEC1FB5B5EBD116104?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext">
<button class="ui simple right pointing dropdown compact black labeled icon button serp-button">
<i class="icon ia-icon"></i>
Web Archive
[PDF]
<div class="menu fulltext-thumbnail">
<img src="https://blobs.fatcat.wiki/thumbnail/pdf/68/0c/680c06dd4a88295f56365c53fee38cd63756fb43.180px.jpg" alt="fulltext thumbnail" loading="lazy">
</div>
</button>
</a>
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2312/vcbm.20171236">
<button class="ui left aligned compact blue labeled icon button serp-button">
<i class="external alternate icon"></i>
Publisher / doi.org
</button>
</a>