[mseebach]

No, statistics aren't useless, but its usefulness cuts both ways: if you can add one or two relevant variables and almost entirely remove the observation, then statistics tells you that the observation was only there due to omitted-variable bias.

[dwaltrip]

Sure, that's fine. That's part of using statistics to the best of our ability.