WebEstimate the q-values for a given set of p-values. The q-value of a test measures the proportion of false positives incurred (called the false discovery rate) when that particular … Let there be a null hypothesis and an alternative hypothesis . Perform hypothesis tests; let the test statistics be i.i.d. random variables such that . That is, if is true for test (), then follows the null distribution ; while if is true (), then follows the alternative distribution . Let , that is, for each test, is true with probability and is true with probability . Denote the critical region (the values of for which is rejected) at significance level by . Let an experiment yield a value for the test statistic. The q-value of is …

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