Skip to content
ML Academy

Introduced on day 5

Selection bias

Distortion that arises when the units in the data were selected by a process related to the outcome or treatment (survivors, responders, sold-out flights).

In detail

Survivorship bias is a common form: studying only routes still operated or customers who stayed. Associations among selected units need not hold in the population.