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Integration: Exponential Distribution, probability

  • 27-02-2009 9:50am
    #1
    Registered Users, Registered Users 2 Posts: 23


    I have a few sample questions for an upcoming exam in front of me here and I haven't go a clue how to do this on.. Could anyone please give a hand?

    Example: The exponential distribution.
    Suppose we have a radioactive sample, the lenght of time any atom sur-
    vives before decaying is a random variable taking values in [0,∞). The
    proportion of atoms that survive to time t becomes small exponentially as t
    increases:

    Pr(T ≥ t) = Ce^(−kt).
    Let f be the probability density function for T. Then

    ∫(from t to infinity)f(x)dx = Pr(T≥ t) = Ce^(−kt).

    Using FTC we get −f(t) = −Cke^(−kt), so f(t) = Cke^(−kt).

    Question: C =?

    Hint: Use that
    ∫(from 0 to infinity) f(x)dx = 1.

    Thanks


Comments

  • Closed Accounts Posts: 2,771 ✭✭✭TommyGunne


    Is this not just 1?


  • Registered Users, Registered Users 2 Posts: 2,481 ✭✭✭Fremen


    yes, you don't even need to find f. You just use that Ce^{-kt} = 1 when t = 0


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