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Stratified sampling
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==Sample size allocation== For the proportional allocation strategy, the size of the sample in each stratum is taken in proportion to the size of the stratum. Suppose that in a company there are the following staff:<ref>{{cite web |last1=Hunt |first1=Neville |last2=Tyrrell |first2=Sidney |year=2001 |url=http://nestor.coventry.ac.uk/~nhunt/meths/strati.html |archive-url=https://archive.today/20131013132818/http://nestor.coventry.ac.uk/~nhunt/meths/strati.html |url-status=dead |archive-date=13 October 2013 |title=Stratified Sampling |work=Webpage at Coventry University |access-date=12 July 2012 }}</ref> *male, full-time: 90 *male, part-time: 18 *female, full-time: 9 *female, part-time: 63 *total: 180 and we are asked to take a sample of 40 staff, stratified according to the above categories. The first step is to calculate the percentage of each group of the total. *% male, full-time = 90 ÷ 180 = 50% *% male, part-time = 18 ÷ 180 = 10% *% female, full-time = 9 ÷ 180 = 5% *% female, part-time = 63 ÷ 180 = 35% This tells us that of our sample of 40, *50% (20 individuals) should be male, full-time. *10% (4 individuals) should be male, part-time. *5% (2 individuals) should be female, full-time. *35% (14 individuals) should be female, part-time. Another easy way without having to calculate the percentage is to multiply each group size by the sample size and divide by the total population size (size of entire staff): * male, full-time = 90 × (40 ÷ 180) = 20 * male, part-time = 18 × (40 ÷ 180) = 4 * female, full-time = 9 × (40 ÷ 180) = 2 * female, part-time = 63 × (40 ÷ 180) = 14
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