A common problem in statistics, and especially in sample surveys, is how to estimate the proportion p (= 1 − q) of people with a given characteristic (e.g., being left-handed) in a population of known size N. If there are M left-handed people in the population, then p = M∕ N. The usual method of estimating p is to take a simple random sample, that is a random sample without replacement (SRS) of size n and count the number of left-handed people, x, in the sample. If the sample is representative, then p can be estimated by the sample proportion \(\widehat {p}=x/n\) , and has mean p.

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Proportions, Inferences, and Comparisons

  • George A. F. Seber

摘要

A common problem in statistics, and especially in sample surveys, is how to estimate the proportion p (= 1 − q) of people with a given characteristic (e.g., being left-handed) in a population of known size N. If there are M left-handed people in the population, then p = M∕ N. The usual method of estimating p is to take a simple random sample, that is a random sample without replacement (SRS) of size n and count the number of left-handed people, x, in the sample. If the sample is representative, then p can be estimated by the sample proportion \(\widehat {p}=x/n\) , and has mean p.