Regression Bias Explained

This is my explanation of why regression estimates obtained from ordinary least squares are biased if there is non-zero covariance between regressors and the error term.

[@AndersDahlberg-r6j]

Isnt this confounding rather than regression dilution bias?

[@swineEducator3436]

Well explained...👍👍