Large Deviations Theory - Formal Definition

Formal Definition

Given a Polish space let be a sequence of Borel probability measures on, let be a sequence of positive real numbers such that, and finally let be a lower semicontinuous functional on . The sequence is said to satisfy a large deviation principle with speed and rate if, and only if, for each Borel measurable set ,

where and denote respectively the closure and interior of .

Read more about this topic:  Large Deviations Theory

Famous quotes containing the words formal and/or definition:

    The manifestation of poetry in external life is formal perfection. True sentiment grows within, and art must represent internal phenomena externally.
    Franz Grillparzer (1791–1872)

    ... if, as women, we accept a philosophy of history that asserts that women are by definition assimilated into the male universal, that we can understand our past through a male lens—if we are unaware that women even have a history—we live our lives similarly unanchored, drifting in response to a veering wind of myth and bias.
    Adrienne Rich (b. 1929)