Why is being able to recognize bias when it is present such a vital skill?

In statistics a bias is systematicÊasÊopposedÊtoÊaÊrandomÊdistortion ofÊaÊstatisticÊasÊaÊresultÊofÊsamplingÊprocedure. It is a vital skill to identify a bias because represent distortion of data.