Package: ChangepointTesting 1.1

ChangepointTesting: Change Point Estimation for Clustered Signals

A multiple testing procedure for clustered alternative hypotheses. It is assumed that the p-values under the null hypotheses follow U(0,1) and that the distributions of p-values from the alternative hypotheses are stochastically smaller than U(0,1). By aggregating information, this method is more sensitive to detecting signals of low magnitude than standard methods. Additionally, sporadic small p-values appearing within a null hypotheses sequence are avoided by averaging on the neighboring p-values.

Authors:Hongyuan Cao, Wei Biao Wu, and Shannon T. Holloway

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ChangepointTesting.pdf |ChangepointTesting.html✨
ChangepointTesting/json (API)

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13 exports 0.00 score 0 dependencies 2 scripts 291 downloads

Last updated 2 years agofrom:1e4510f41c. Checks:OK: 7. Indexed: yes.

Exports:BHblockschangePointchangePtscriticalCWFDRLnumAltpiAltplotprintshowsigmaSq

Dependencies: