Construct · 1 fields · 1 citations

Cauchy combination test: a standalone construct

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Statistics

a global test that transforms p-values into Cauchy variables and sums them, giving an analytic p-value under arbitrary dependence.

In statistics, Cauchy combination test refers to a global test that transforms p-values into Cauchy variables and sums them, giving an analytic p-value under arbitrary dependence. This meaning comes from Liu (2019) in Journal of the American Statistical Association.[1]

Unit
Recovery means
Measured by

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructs combination1 fields · 2 citationsanchor · a standalone construct dependence4 fields · 5 citationsjingle · one word, four constructs

References

Liu, Y., & Xie, J. (2019). Cauchy Combination Test: A Powerful Test With Analytic p -Value Calculation Under Arbitrary Dependency Structures. Journal of the American Statistical Association, 115(529), 393-402. https://doi.org/10.1080/01621459.2018.1554485

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