Hi Gang,
Thanks a lot for the detailed explanation. So the bottom line is basically the Std Dev of the betas computed. If one has fewer events, the SD will be larger. But above a certain number of events, the actual difference between the number of events per type is less crucial, as the beta estimates will be less noisy.
Thanks again,
Shruti