False Discovery Rate

False discovery rate (FDR) control is a statistical method used in multiple hypothesis testing to correct for multiple comparisons. In a list of statistically significant findings (i.e. studies where the null-hypothesis could be rejected), FDR procedures are designed to control the expected proportion of incorrectly rejected null hypotheses ("false discoveries"). FDR controlling procedures exert a less stringent control over false discovery compared to familywise error rate (FWER) procedures (such as the Bonferroni correction). This increases power at the cost of increasing the rate of type I errors, i.e., rejecting the null hypothesis of no effect when it should be accepted.

Read more about False Discovery Rate:  Properties, Controlling Procedures, False Coverage Rate, Related Error Rates

Famous quotes containing the words false, discovery and/or rate:

    The great renewal of the world will perhaps consist in this, that man and maid, freed of all false feelings and reluctances, will seek each other not as opposites, but as brother and sister, as neighbors, and will come together as human beings.
    Rainer Maria Rilke (1875–1926)

    I have known no experience more distressing than the discovery that Negroes didn’t love me. Unutterable loneliness claimed me. I felt without roots, like a man without a country ...
    Sarah Patton Boyle, U.S. civil rights activist and author. The Desegregated Heart, part 1, ch. 10 (1962)

    If we became students of Malcolm X, we would not have young black men out there killing each other like they’re killing each other now. Young black men would not be impregnating young black women at the rate going on now. We’d not have the drugs we have now, or the alcoholism.
    Spike Lee (b. 1956)