In [2]:
from scipy.stats.mstats import mquantiles
from scipy.stats import norm

In [9]:
x = norm(0,2).rvs(1000)
x


Out[9]:
array([  1.19903890e+00,  -7.19584977e-01,   1.50143653e+00,
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         1.21731663e+00,  -2.26958123e+00,  -9.47259999e-01,
         3.37740276e+00,   2.23412593e-01,   3.95860582e+00,
        -1.37524255e+00,  -4.12544629e-01,   1.09025800e+00,
         2.24679195e+00,  -5.84714674e-01,   8.17459719e-01,
         2.37410156e+00,  -3.03779145e+00,   4.47112406e-01,
         9.35704244e-01,   1.60013573e+00,  -1.60547271e+00,
        -4.07624636e+00,  -9.85303051e-02,   1.09931997e+00,
        -2.11156700e+00,  -1.58213570e+00,   1.27145746e+00,
         7.19637558e-01,   2.76895465e+00,  -1.32590373e+00,
         3.62989949e+00,  -5.18193080e-01,  -2.70194439e+00,
        -2.76758671e-01,  -9.71375523e-01,  -3.24422304e-01,
        -8.41582925e-02,  -2.74318461e+00,   3.39106200e+00,
         1.32488614e+00,  -1.30645852e+00,  -9.70625822e-01,
        -5.36635545e-01,   2.18013925e+00,   4.62661854e-01,
        -1.34956630e+00,  -2.33802634e+00,  -2.44962253e+00,
         1.45521598e-01,  -6.37696886e-01,  -2.11096140e+00,
         2.57281494e+00,  -1.93472347e+00,   3.22823589e+00,
        -1.04251083e+00,  -7.06003984e-01,   3.23990260e-01,
        -2.58538716e+00,   1.06882527e+00,  -7.25413070e-01,
        -3.12216106e+00,  -6.15803476e-01,   6.98101536e-01,
         2.33726070e+00,  -1.57660252e-01,  -1.19756372e-01,
        -4.05562695e+00,  -2.75686619e+00,   1.99205664e-01,
         2.39171902e+00,  -8.78501796e-01,  -5.74151466e-01,
        -2.24390072e+00,   4.26180612e+00,  -3.48047658e+00,
         1.72446171e-01,   5.65983308e-01,   2.52832286e+00,
         1.21339245e+00,  -7.00916666e-01,  -1.19014712e+00,
         1.28719023e+00,   2.88664727e+00,  -2.93870392e+00,
        -3.47435743e+00,  -1.03386018e+00,   1.16028698e+00,
        -2.35571095e+00,   1.12925802e+00,   7.67249448e-01,
         1.03726682e+00,  -8.43118733e-02,   1.00688405e+00,
        -2.57352717e+00,   3.03885490e+00,   1.75990864e-01,
        -4.47306446e-01,  -4.36503319e+00,   9.63025979e-01,
        -1.67809846e+00,   5.49347139e-01,  -7.69905137e-01,
         7.05328102e-01,   4.63422952e-01,   3.38875822e+00,
         1.70018103e+00,  -1.16312499e+00,   6.89079731e-01,
        -1.29188300e+00,  -9.22503865e-01,   8.30536827e-01,
         6.97531784e-01,   1.36686357e+00,  -3.04962861e-01,
        -9.30144254e-01,   1.60200910e+00,   1.87154572e-02,
         4.14041344e+00,  -3.46181838e+00,   1.62207858e-01,
         9.64026739e-01,   7.81771836e-01,  -3.50397208e+00,
        -1.49559214e+00,  -3.34533030e+00,   3.41146645e+00,
         1.54915535e+00,  -1.20910852e+00,   1.36359675e+00,
        -2.09690382e+00,  -1.52442512e+00,  -9.64406677e-01,
         2.41704071e+00,   2.01325809e-01,  -1.44137221e+00,
        -1.39949195e+00,  -7.73758913e-02,   2.34612489e+00,
         3.12143464e+00,  -1.52221582e+00,  -2.37376659e+00,
         2.68721472e-01,   2.09090160e+00,   5.67185988e-01,
        -1.03679510e+00,  -2.67853243e-01,   2.10177484e+00,
         3.02602077e-01,  -1.76004141e-01,  -1.14062854e+00,
         3.35368698e-01,  -4.66910802e-01,   9.95809729e-01,
        -5.98174582e+00,   2.48320370e+00,  -4.26385471e-01,
        -4.29832262e+00,  -1.32007285e-01,   2.84529632e-01,
         2.75694651e+00,   1.33718811e+00,   1.41908274e+00,
         2.27801721e+00,  -4.44893136e-01,  -1.18363856e+00,
        -1.06143252e+00,   1.22528813e-02,   2.93729645e+00,
         1.29944378e+00,   2.71577814e-01,  -3.65417599e+00,
         9.11782098e-03,   1.36533646e+00,   1.12644262e+00,
         2.20835689e+00,  -3.46261103e-01,   1.13997832e+00,
        -2.83541628e+00,   8.26739979e-01,  -6.40757973e-01,
         2.70396400e+00,   3.17686664e+00,   2.25919356e+00,
        -3.74785189e+00,  -1.02143942e+00,   8.66611025e-01,
        -2.84398090e-01,   5.06195151e-01,   2.86543846e+00,
         2.80006141e-03,  -1.93011401e+00,   2.57396663e+00,
        -1.32929735e+00,   8.01479564e-01,  -1.95976715e+00,
         9.02766968e-01,   8.22735618e-01,  -2.29038074e-01,
         6.80222621e-01,   1.85185317e+00,  -3.65822027e-01,
         2.50911113e+00,  -4.20541466e+00,  -9.96049229e-01,
        -7.94660908e-01,   4.49424596e+00,   4.35078406e-01,
        -6.12697747e-01,   2.59713946e+00,   1.57722278e-01,
         2.00580164e+00,  -4.81045426e+00,  -4.89162397e-01,
         9.10401535e-01,   1.86038811e+00,   5.90259147e+00,
         1.58055391e-01,   6.01738566e-01,  -1.00202490e-01,
         1.75162783e+00,  -8.77487979e-02,  -3.20810645e+00,
        -1.30894642e-01,  -3.19452344e+00,  -2.09234397e+00,
        -3.21122401e+00,   3.66920477e+00,  -1.05409300e+00,
         4.37052405e-01,   8.92302330e-01,  -1.76914953e+00,
        -3.83043097e+00,   1.76543586e-01,  -1.97204533e+00,
         9.77756128e-01,  -2.50042591e-01,  -1.62939739e+00,
         2.98124013e-01,   2.05092588e+00,  -1.88800875e+00,
         1.84875418e+00,  -1.08704446e+00,   1.22880072e+00,
         6.82839565e-01,   1.01813491e-02,  -3.14121642e+00,
         6.44782889e+00,   1.38504558e-01,   4.36545942e-02,
        -1.85530660e-01,   2.31160042e+00,  -2.43642002e-01,
         3.11952149e+00,   3.73501300e-01,  -9.48939092e-01,
        -7.07020917e-01,  -3.20627582e+00,   8.78888996e-01,
        -1.10865810e+00,  -9.46837381e-01,  -1.83627348e-01,
         4.80560664e-01,  -8.45568128e-01,   8.16010332e-01,
         1.90821800e+00,   8.37562665e-01,  -1.92972769e+00,
         2.69032577e+00,   8.16993088e-01,   2.28349371e-01,
        -1.53591736e+00,   1.30045674e+00,   3.26311119e+00,
        -8.99626631e-01,   2.16094843e+00,   2.03151974e-01,
        -2.39062535e+00,   2.58243040e+00,  -1.08255752e+00,
         1.11581606e+00,  -1.05580376e+00,  -1.79041373e+00,
        -2.04750084e+00,   4.16886084e+00,   6.33247771e-01,
        -1.75697897e+00,   1.21241755e+00,   1.43337721e+00,
        -3.09376870e+00,  -1.63775469e+00,   1.26987759e+00,
        -2.35630759e+00,  -2.20434071e+00,   1.08251173e+00,
         1.08041958e+00,   4.77356995e-01,   1.06324959e+00,
         2.81173830e+00,  -1.91942340e+00,   1.23233749e-01,
        -2.73121967e+00,  -1.90399171e+00,  -5.97708573e-01,
        -1.19040288e-01,  -2.21070805e-01,  -5.70833421e-01,
         7.60508898e-01,  -9.23121601e-01,   2.47061613e-01,
        -1.53100297e+00])

In [10]:
mquantiles(x, 0.95)[0]


Out[10]:
3.2869887691001995

In [ ]: