1. How do you get the degrees of freedom for a one sample t test? 2. what is the difference between saying there is a signficant reatment effect and effect size? 3. What is the relationship between Alpha and Beta? Solution 1 ) degrees of freedom = sample size - 1 3 ) alpha = type I error rate = significance level under consideration that the NULL hypothesis is correct Beta = type II error rate.