Sampling mechanism

The mechanism of sampling from a population explains randomness in data.

In practice, we must use a single sample to find information about the population.

Parameters and statistics

We usually focus attention on a small number of numerical characteristics.

Variability of sample statistics

The variability in random samples also implies sample-to-sample variability in sample statistics.