"No effect" could be interpreted as the null effect, which is covered by "unknown effect".
It makes no sense to assert "there absolutely was an effect; we just don't know what it is". Unless you're a trader dealing in long straddles.
"No effect" could be interpreted as the null effect, which is covered by "unknown effect".