Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis

Abstract

The goal of a visualization system is to facilitate data-driven insight discovery. But what if the insights are spurious? Features or patterns in visualizations can be perceived as relevant insights, even though they may arise from noise. We often compare visualizations to a mental image of what we are interested in: a particular trend, distribution or an… (More)

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