Construct · 1 fields · 1 citations

partial pooling: a standalone construct

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Bayesian statistics

the compromise a multilevel model makes between estimating each group separately and pooling all groups, shrinking noisy group estimates toward the overall mean.

In Bayesian statistics, partial pooling refers to the compromise a multilevel model makes between estimating each group separately and pooling all groups, shrinking noisy group estimates toward the overall mean. This meaning comes from Gelman (2006) in Technometrics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

group4 fields · 4 citationsjingle · one word, four constructs mean3 fields · 6 citationsjingle · one word, three constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Gelman, A. (2006). Multilevel (Hierarchical) Modeling: What It Can and Cannot Do. Technometrics, 48(3), 432-435. https://doi.org/10.1198/004017005000000661

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