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Fig. 5. Distributions of P values in relation to the
0
statistic [the overall proportion of true null hypotheses
(Storey and Tibshirani, 2003;
Storey, 2003)] for the
correlations in Tables 3,
4,
5. The bin size is.05;
0 is shown as broken lines. A random set of P-values
would produce a flat histogram with all bins showing a relative frequency
close to 1.0; the presence of non-null hypotheses (i.e. significant tests
after accounting for Type 1 errors) is indicated by high relative frequencies
in the left-most bin. Values of
0 were computed with the R
program `Qvalue'.