Mathematics
9 years ago
New Method Estimates Survey Errors, Improving Accuracy of Population Data.
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Paper Summary
The article presents a method to estimate variance components in sample surveys. The researchers developed formulas to calculate variances of target parameter estimates in multistage surveys. They focused on surveys where the last stage units are chosen with equal probabilities. By using recent techniques from mixed linear models, they were able to account for finite population corrections in most stages, except the last one. This approach helps in accurately estimating variance components in surveys, addressing the issue of estimability.