A numerical summary reduces all the data to simple numbers. This loses a lot of information. However, it allows for easy communication and comparisons.
Depending on whether we are referring to a population or a sample, these numbers will either be parameters or estimates.
Major features that we can use include:
- center: mean and median
- spread: variance and standard deviation
- quantile beside median: percentile
Correlation
See: correlation