Measures of central tendency are single values that summarise the centre of a data set. The three mathematical averages are the arithmetic mean (AM), geometric mean (GM) and harmonic mean (HM); the two positional averages are the median and mode.
Each average captures "the typical value" differently — pick the one that suits the data, and use the fixed inequality between AM, GM and HM to sanity-check answers.
How it works
The arithmetic mean adds and divides; the geometric mean multiplies and takes a root (ideal for ratios and growth rates); the harmonic mean handles rates like speed. The median is the middle value in order, and the mode is the most frequent value — both unaffected by extreme outliers.
For two positive numbers a neat identity ties the three mathematical means together, so any two of them determine the third.
For two positive numbers a and b:
AM=2a+b,GM=ab,HM=a+b2ab,GM2=AM×HM.
Key properties
AM≥GM≥HM for any set of positive values, with equality only when all values are equal.
The identity GM2=AM×HM holds exactly for two observations.
Median and mode ignore extreme values; the arithmetic mean does not.
The three classical means of two positive numbers are linked by the identity GM2=AM×HM, so the geometric mean is the square root of the product of the arithmetic and harmonic means. Substituting the given values: GM=AM×HM=64×16=1024=32. Picking …