Post hoc false positive control for structured hypotheses
نویسندگان
چکیده
منابع مشابه
More Specific Signal Detection in Functional Magnetic Resonance Imaging by False Discovery Rate Control for Hierarchically Structured Systems of Hypotheses.
Signal detection in functional magnetic resonance imaging (fMRI) inherently involves the problem of testing a large number of hypotheses. A popular strategy to address this multiplicity is the control of the false discovery rate (FDR). In this work we consider the case where prior knowledge is available to partition the set of all hypotheses into disjoint subsets or families, e. g., by a-priori...
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Consider the multiple testing problem of testing m null hypotheses H1, . . . ,Hm, among which m0 hypotheses are truly null. Given the P-values for each hypothesis, the question of interest is how to combine the P-values to find out which hypotheses are false nulls and possibly to make a statistical inference onm0. Benjamini and Hochberg proposed a classical procedure that can control the false ...
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ژورنال
عنوان ژورنال: Scandinavian Journal of Statistics
سال: 2020
ISSN: 0303-6898,1467-9469
DOI: 10.1111/sjos.12453