There really are no differences between the populations (or treatments). Theobserved differences between the sample means are caused by random, unsystematic factors (sampling error) that differentiate one sample from another.2. The populations (or treatments) really do have different means, and these population mean differences are responsible for causing systematic differencesbetween the sample means.You should recognize that these two interpretations correspond to the two hypothes