Python求正态分布曲线下面积实例

> import scipy.stats
> scipy.stats.norm(2,1).cdf(3)-0.5
0.34134474606854293

cdfd(a,b,u,o)

import math

def pdf(x):
  return math.exp(-(x) ** 2 / (2)) / (math.sqrt(2 * math.pi))

def sum_fun_xk(xk, func):
  return sum([func(each) for each in xk])

def integral(a, b, n, func):
  h = (b - a)/float(n)
  xk = [a + i*h for i in range(1, n)]
  return h/2 * (func(a) + 2 * sum_fun_xk(xk, func) + func(b))

def cdfd(a,b,u,o):
  return integral((a-u)/o,(b-u)/o,10000,pdf)

cdfd(2,3,2,1)

Out: 0.3413399854638336