In an experimental study, should the experiment and control group be divided equally. For example, 25 control group and 25 in experimental group. Can there be a + or - 1 to it.
The experimental and control groups should be roughly equal in size, but it's not essential that they are exactly equal.
The more important question is whether the residuals are roughly normally distributed in each group - as most traditional NHST tests make this assumption.