[SciPy-dev] hypergeom or me?

[josef.pktd@gmai...]

almost done,

there is no upper bound check in Boltzmann, i.e k<=N
according to docstring should be
pmf = 0 for k>N
cdf = 1 for k>N   instead cd > 1

>>> stats.boltzmann.rvs(0.5, 5, size=10)
array([4, 1, 4, 0, 0, 1, 0, 0, 1, 1])
>>> stats.boltzmann.pmf(range(20),0.5, 5)
array([  4.28655529e-01,   2.59992721e-01,   1.57693556e-01,
         9.56459768e-02,   5.80122174e-02,   3.51861885e-02,
         2.13415021e-02,   1.29442754e-02,   7.85109987e-03,
         4.76193279e-03,   2.88825823e-03,   1.75181717e-03,
         1.06253082e-03,   6.44457522e-04,   3.90883246e-04,
         2.37082673e-04,   1.43797910e-04,   8.72178413e-05,
         5.29002948e-05,   3.20856507e-05])
>>> stats.boltzmann.cdf(range(20),0.5, 5)
array([ 0.42865553,  0.68864825,  0.84634181,  0.94198778,  1.        ,
        1.03518619,  1.05652769,  1.06947197,  1.07732307,  1.082085  ,
        1.08497326,  1.08672507,  1.0877876 ,  1.08843206,  1.08882295,
        1.08906003,  1.08920383,  1.08929104,  1.08934394,  1.08937603])