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Add statistic checks #85

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felixbur opened this issue Oct 10, 2023 · 1 comment
Open

Add statistic checks #85

felixbur opened this issue Oct 10, 2023 · 1 comment

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@felixbur
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The explore module computes statistic measures for correlation, but some of them have assumptions, e.g.
PCC assumes that both variables are normally distributed.
Add a check and a warning if requirements are not met.

@bagustris
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Instead of warning, adding distribution/statistic checks into reports/results would be useful too. It also supports bias checking (if the data is not normally distributed or skewed in particular characteristics).

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