Construct · 1 fields · 1 citations

generalized regression estimator: a standalone construct

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Survey statistics

a design-based estimator of a population total that adjusts the weighted sample estimate with a regression on auxiliary variables whose population totals are known.

In survey statistics, generalized regression estimator refers to a design-based estimator of a population total that adjusts the weighted sample estimate with a regression on auxiliary variables whose population totals are known. This meaning comes from Cassel (1976) in Biometrika.[1]

Unit
Recovery means
Measured by

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Nearby constructs

estimator2 fields · 2 citationsjingle · one word, two constructs population4 fields · 4 citationsjingle · one word, four constructs regression4 fields · 5 citationsjingle · one word, four constructs

References

Cassel, C. M., Särndal, C. E., & Wretman, J. H. (1976). Some results on generalized difference estimation and generalized regression estimation for finite populations. Biometrika, 63(3), 615-620. https://doi.org/10.1093/biomet/63.3.615

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