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Homework Help: Normally distributed data?

  1. Sep 12, 2011 #1
    1. The problem statement, all variables and given/known data
    Suppose I have a set of measurements of a quantity Q, where the resolution R is the same for all data di. However, R is unknown, and I wish to find it.

    In my book they do this by writing the likelihood L (or rather, ln(L)) as the Gaussian, so

    [tex]
    \ln L = \sum\limits_i { - \ln R_i \sqrt {2\pi } } - \sum\limits_i {\frac{{\left( {d_i - Q } \right)^2 }}{{2R_i }}}
    [/tex]

    Now they differentiate wrt. the mean Q and the deviation Ri = R, yielding two equations. Solving these yields

    [tex]
    R^2 = \frac{1}{N}\sum\limits_i {\left( {d_i - Q} \right)^2 }
    [/tex]

    This is the standard result we are "used" to. But does this mean that every single time I use this formula on a set of data, then I am implicitly assuming that the data is normally distributed?

    Cheers.
     
    Last edited: Sep 12, 2011
  2. jcsd
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