New sample() API should accept RandomGenerator as parameter
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                 Key: MATH-764
                 URL: https://issues.apache.org/jira/browse/MATH-764
             Project: Commons Math
          Issue Type: Improvement
    Affects Versions: 3.0
            Reporter: Alex Bertram


This may come to late as I know the 3.0 release is nearing completion, but I 
had some concerns about the new sample() method on the math3 RealDistribution 
interface. 
Specifically, there doesn't seem to be a way to supply a random generator to 
the sampler. Perhaps it would be better to have a factory method on the 
RealDistribution interface that accepted a RandomGenerator and returns an 
instance of some new interface, Sampler, which contains the sample() methods. 
That is:

interface RealDistribution {
    Sampler createSampler(RandomGenerator generator);
    Sample createSampler(); // uses default RandomGenerator
}

interface Sampler {
    double sample();
    double[] sample(int sampleSize);
}



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