Hypothesis testing is an objective method of making decisions or inferences from sample
data (evidence). Sample data is used to choose between two choices i.e. hypotheses or
statements about a population. Typically this is carried out by comparing what we have
observed to what we expected if one of the statements (Null Hypothesis) was true.