A Base Value: For one sample tests, some information needs to be supplied about the known population. For two sample tests, usually an estimate of the approximate value of some population parameter is required to make a reasonable sample size estimate. In this latter case, if the samples provide information contrary to these initial parameter estimates, it is likely that the power of the test (b error) will be compromised.