Construct · 1 fields · 1 citations

Cook's distance: a standalone construct

One name. One construct. A landmark on the map.

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Cook'sdistance1 CONSTRUCTCook's distanceCOOK · STATISTICS

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Statistics

a measure of how much all fitted regression values shift when one observation is left out.

In statistics, Cook's distance refers to a measure of how much all fitted regression values shift when one observation is left out. This meaning comes from Cook (1977) in Technometrics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

influence5 fields · 5 citationsjingle · one word, five constructsleverage6 fields · 15 citationsjingle · one name, six constructsmeasure2 fields · 4 citationsjingle · one word, two constructs

References

  1. Cook, R. D. (1977). Detection of Influential Observation in Linear Regression. Technometrics, 19(1), 15-18. https://doi.org/10.1080/00401706.1977.10489493

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