To calculate the standard deviation of a sample: 1) Calculate the sum of squares by squaring each score and adding them up, then subtracting the squared sum of all scores divided by the sample size. 2) Plug the sum of squares into the numerator of the standard deviation formula. 3) Interpret the standard deviation as the average distance observations are from the sample mean.