confirmation-bias-cognitive-vs-statistical-taxonomy

IN premise — summaries/2026/08/24/wiki-Confirmation_bias-chunk-7.md

Created 2026-08-25T02:58:47+00:00

Confirmation bias is classified as a cognitive bias, distinct from statistical biases (estimator, sampling, selection, survivorship, omitted-variable) and institutional biases (publication, funding, media).

Summary

This distinction matters because it tells you where to look for the fix: confirmation bias is a problem with how a mind searches for and weighs evidence, so correcting it requires changes to reasoning habits or decision procedures, not better sampling math or institutional policy reforms. Mislabeling it as a statistical or institutional error would send you hunting for solutions in the wrong domain entirely.