Suppose that the population size N is not known, but it is

Chapter , Problem 27

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Suppose that the population size N is not known, but it is known that \(n \leq N\). Show that the following procedure will generate a simple random sample of size n. Imagine that the population is arranged in a long list that you can read sequentially.

a. Let the sample initially consist of the the first n elements in the list.

b. For k = 1, 2, . . . , as long as the end of the list has not been encountered:

i. Read the (n + k)-th element in the list.

ii. Place it in the sample with probability n/(n + k) and, if it is placed in the sample, randomly drop one of the exisiting sample members.

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