Skip to main content

Posts

Showing posts from 2022

CDF of Gaussian distribution

The cumulative distribution function (CDF) of Gaussian distribution with standard deviation (sig) and mean (cen) in python Ref:  https://www.mathworks.com/help/matlab/ref/erf.html https://introcs.cs.princeton.edu/java/11gaussian/ =============================================== python code: ================================================ from scipy import special import matplotlib.pyplot as plt import numpy as np def erfValue(x, cen, sig):     #           1                 x - cen     # erf(x) = --- (1 + erf(-----------------))     #           2             sqrt(2) * sig     return 0.5*(1+special.erf((x-cen)/(np.sqrt(2)*sig))) def erfcValue(x, cen, sig):     return 1-erfValue(x, cen, sig) cen = 9.54 sig=2 xx = np.arange(0,20,step=.01) erf = erfValue(xx, cen, sig) plt.figure() plt.plot(xx,erf,'r'...