10. Assignment Bias

Assignment Bias is similar to Sample Bias in that it is a bias in the sample but is rooted in a broken assignment system. For example, imagine an experimental drug trial where the "random assignment machine" (i.e., a machine that assigns things at random) only treated the young and healthy—obviously that’s biased—and while that is a pathological and extreme example it highlights the issue.