In reply to Ksharp.

I don't always prefer one over the other. In practice, there are reasons for each choice. For example, if the data are highly skewed, you do not necessarily want an unbiased method, since the expected value (mean) is affected by the skew. On the other hand, I use OLS regression a LOT, and that unbiased method serves me well (most of the time).