What Is the Difference Between Sample & Population Standard Deviation?. The next time you listen to the results of a poll, take a moment to think about how the researchers tabulated their data.

What is the difference between representative samples and random samples, and how are they are used to reduce sampling bias?

A simple random sample is used to represent the entire data population. A stratified random sample divides the population into smaller groups based on shared characteristics.