For a simple random sample from a population of size (N), the subjects are not sampled independently
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For a simple random sample from a population of size \(N\), the subjects are not sampled independently because of the finite size of the population.
(a) Show that the probability of being sampled for each subject is \(\frac{n}{N}\), where \(n\) is the number of subjects in the sample.
(b) If sampled sequentially, then conditioning on the first one being sampled, the probability of sampling each of the remaining subjects is \(\frac{n-1}{N-1}\).
(c) Use (a) and (b) to show that the subjects in the simple random sample are not independent.
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Applied Categorical And Count Data Analysis
ISBN: 9780367568276
2nd Edition
Authors: Wan Tang, Hua He, Xin M. Tu
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