Calculating the mean and percentiles of a distribution function

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milo0071
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I have a fairly complicated pdf for Brownian motion with drift for first passage time and would like to calculate the mean and percentiles of the pdf. Is there a straightforward way of going about this? I can plot the distribution.
 
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For the percentiles you'll need the cdf.