TL;DR
BlurRing is a software tool that enhances multi-dimensional likelihood visualization, providing additional insights into uncertainties and confidence intervals through overlaid likelihood curves.
Contribution
It introduces a novel method for visualizing multi-dimensional likelihoods with overlaid curves to extract uncertainty information.
Findings
Enables better understanding of likelihood uncertainties.
Provides a new way to interpret confidence intervals.
Improves multi-dimensional data visualization.
Abstract
A code package, BlurRing, is developed as a method to allow for multi-dimensional likelihood visualisation. From the BlurRing visualisation additional information about the likelihood can be extracted. The spread in any direction of the overlaid likelihood curves gives information about the uncertainty on the confidence intervals presented in the two-dimensional likelihood plots.
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Taxonomy
TopicsData Analysis with R