Question

An analyst has done some analysis, and trying to make assumptions of same group, what type of statistics he is referring to?

Answer 1

Independence of observations this is an assumption of the model that simplifies the statistical analysis. Normality the distribution of the residuals are normal. Equality of variances called homoscedaticity the variance of data in groups should be the same