qch

Query Composite Hypotheses

CRAN Package

Provides functions for the joint analysis of Q sets of p-values obtained for the same list of items. This joint analysis is performed by querying a composite hypothesis, i.e. an arbitrary complex combination of simple hypotheses, as described in Mary-Huard et al. (2021) and De Walsche et al.(2023) . In this approach, the Q-uplet of p-values associated with each item is distributed as a multivariate mixture, where each of the 2^Q components corresponds to a specific combination of simple hypotheses. The dependence between the p-value series is considered using a Gaussian copula function. A p-value for the composite hypothesis test is derived from the posterior probabilities.

  • Version2.0.0
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release03/29/2024

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  • Depends1 package
  • Imports10 packages
  • Linking To2 packages