You seem to be under the impression that transmission delay and Doppler effects are neglected in special relativity, which is not the case. You also seem to be under the impression that these effects could account for the observations. That's also not the case. Special relativity predicts additional effects beyond those expected from Doppler shifts and the delay in light travel time, and those additional effects are borne out by experiment.