Loss Function - Expected Loss

Expected Loss

The value of the loss function itself is a random quantity because it depends on the outcome of a random variable X. Both frequentist and Bayesian statistical theory involve making a decision based on the expected value of the loss function: however this quantity is defined differently under the two paradigms.

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Famous quotes containing the words expected and/or loss:

    We are expected to put the utmost energy, of every power that we have, into the service of our fellow men, never sparing ourselves, not condescending to think of what is going to happen to ourselves, but ready, if need be, to go to the utter length of self-sacrifice.
    Woodrow Wilson (1856–1924)

    A gain is no joy, nor a loss any grief.
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