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:

    If I be false, or swerve a hair from truth,
    When time is old and hath forgot itself,
    When waterdrops have worn the stones of Troy,
    And blind oblivion swallowed cities up,
    And mighty states characterless are grated
    To dusty nothing, yet let memory
    From false to false among false maids in love
    Upbraid my falsehood.
    William Shakespeare (1564–1616)

    We early arrive at the great discovery that there is one mind common to all individual men: that what is individual is less than what is universal ... that error, vice and disease have their seat in the superficial or individual nature.
    Ralph Waldo Emerson (1803–1882)

    At the rate science proceeds, rockets and missiles will one day seem like buffalo—slow, endangered grazers in the black pasture of outer space.
    Bernard Cooper (b. 1936)