all answers 6 null hypothesis are never accepted we either reject them or fail to reject them the distinction between acceptance and failure to reject is best understood in terms of confidence intervals failing to reject a hypothesis means a confidence interval contains a value of no difference however the data may also be consistent with differences of practical importance hence failing to reject the null hypothesis does not mean that we have shown that there is no difference accept the null hypothesis