
CRAN . RSTUDIO . COM {
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Title:
CRAN: Package qch
Description:
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) <<a href="https://doi.org/10.1093%2Fbioinformatics%2Fbtab592" target="_top">doi:10.1093/bioinformatics/btab592</a>> and De Walsche et al.(2023) <<a href="https://doi.org/10.1101%2F2024.03.17.585412" target="_top">doi:10.1101/2024.03.17.585412</a>>. 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.
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Keywords {🔍}
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Topics {✒️}
gz windows binaries canonical form https arbitrary complex combination composite hypothesis test qch results documentation qch archive linking query composite hypotheses gaussian copula function zip macos binaries p-values obtained org/package=qch mary-huard de walsche composite hypothesis specific combination simple hypotheses p-values qch author joint analysis q-uplet multivariate mixture components corresponds posterior probabilities utils linkingto rcpparmadillo published gpl-3 needscompilation reference manual pdf downloads package source r-devel r-release r-oldrel r-project cran checks qch copula package p zip 32614/cran //cran functions sets list items performed querying al approach item
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