statistics

Why bother with unbiasedness?

For every quantity to be estimated (estimand), there's a plethora of ways to estimate it (estimators). This raises the question of what properties we should be looking for so as to make a sensible choice. Often highlighted as one of such properties is unbiasedness, which we will discuss below with a particular focus on its shortcomings.

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Juan Martínez