How would i go about calculating the area (Probability) betweeen 2 points under a non parametric PDF for a given set of x and y data?
Is there a package in python/scipy/statsmodels that allows me to do this?
Thanks in advance!
Cheers
x = array([443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455,
456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466])
y = array([1.42108547e-13, 1.38555834e-11, 1.10391341e-09, 4.44788527e-08,
1.57671946e-06, 3.56957957e-05, 5.07987711e-04, 4.50095500e-03,
2.47811094e-02, 8.53820383e-02, 1.86555694e-01, 2.61763533e-01,
2.36928044e-01, 1.37248060e-01, 4.98071050e-02, 1.09658321e-02,
1.41422995e-03, 1.03744795e-04, 4.25019397e-06, 9.66796303e-08,
1.22804049e-09, 8.82441617e-12, 3.63136435e-14, 1.70842985e-16])