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Sampling and Distributions

Understanding sampling methods, distributions, and statistical inference

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Question

What is systematic sampling?

Answer

A method where items are selected at regular intervals from an ordered list after a random starting point.

k = N/n (sampling interval); start randomly between 1 and k

Example: Select every 10th customer from a list; if random start is 3, select 3rd, 13th, 23rd, etc.

Note: Easy to implement; can be biased if data has periodic patterns that align with sampling interval; approximates SRS if list is randomly ordered