With probability sampling, where elements of a sample are randomly selected, you can collect data that is likely to be representative of the population. However, even with probability samples, some sampling error will remain. Standard error matters because it helps you estimate how well your sample data represents the whole population. In statistics, data from samples is used to understand larger populations.
Frequently asked questions about standard error.How should you report the standard error?.
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