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Quota fulfilment and errors in stratification
Authors:Norman L. Johnson  Samuel Kotz  Xizhi Wu
Affiliation:1. Department of Statistics , University of North Carolina , Chapel Hill, NC, 27599-3260, USA;2. Department of Management Science &3. Statistics , University of Maryland , MD, 20742, USA;4. Department of Statistics , University of North Carolina , Chapel Hill
Abstract:It is desired to draw a random sample containing specified numbers of individuals from each stratum of a population. First a random sample of size N is chosen from the whole populations and the stratum of each individual ascertained; then any shortfall is made up by selecting individuals with known stratum affiliation. Optimal values of N are sought allowing for cost structure and also the possibility of error in ascertaining the strata to which individuals in the first sample belong.
Keywords:Optimization  Quota  Stratified Sampling
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