Selecting the right hypothesis test
Which type of data you have (continuous/variable or discrete/attribute)
The number of levels of interest for the input in question (1, 2, or more than two)
Distribution of data (normal or non-normal)
What you are testing (means, medians, variance, count, or proportions)