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Homework Help: Rejection sampling from gamma distribution

  1. Dec 19, 2009 #1
    1. The problem statement, all variables and given/known data
    So this isn't homework, but it's on the level of a homework question, so I'll put it here. I'm trying to figure out how to sample just one value from a gamma distribution using rejection sampling.


    2. Relevant equations
    How to do it:
    page 10
    http://www.thefutureofmath.com/matlabstuff/matlabintro.pdf [Broken]


    3. The attempt at a solution
    I understand the loop until a value is found, and I understand finding a maximum to compare [gammadistribution] against a [maxval*uniform(0,1)].
    But for x in the gammadistribution, they use [tex]\left|kt^2 \mathrm{randn} +kt \right|[/tex] as x. What is this? Shape parameter times scale parameter squared times a normal distribution plus the scale parameter times the shape parameter? What? My eventual goal is to sample from an arbitrary function, and I think if I can figure out where they're picking this x from I understand the rest.
     
    Last edited by a moderator: May 4, 2017
  2. jcsd
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