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Python 使用数组的和创建新数组_Python_Arrays_Loops_Sum_Probability Density - Fatal编程技术网

Python 使用数组的和创建新数组

Python 使用数组的和创建新数组,python,arrays,loops,sum,probability-density,Python,Arrays,Loops,Sum,Probability Density,我正在创建,试图从我创建的帕累托分布创建一个新的密度函数: import numpy as np import matplotlib.pyplot as plt x_m,alpha = 2+(1/n_i) , 3. #drawing samples from distribution samples_2 = (np.random.pareto(alpha, 10000) + 1) * x_m count, bins, _ = plt.hist(samples_2, 10000, normed=T

我正在创建,试图从我创建的帕累托分布创建一个新的密度函数:

import numpy as np
import matplotlib.pyplot as plt
x_m,alpha = 2+(1/n_i) , 3.
#drawing samples from distribution
samples_2 = (np.random.pareto(alpha, 10000) + 1) * x_m
count, bins, _ = plt.hist(samples_2, 10000, normed=True)
fit = alpha*x_m**alpha / bins**(alpha+1)
plt.plot(bins, max(count)*fit/max(fit), linewidth=2, color='r')
plt.xlabel('bins', fontsize=15)
plt.ylabel('probability density', fontsize=15)
plt.title('Probability Density Function', fontsize=15)
plt.grid(b=True, color='grey', alpha=0.3, linestyle='-.', linewidth=2)
plt.rcParams['figure.figsize'] = [8, 8]
plt.show()
samples_2

其中n_1:
n_i=random.randint(0,len(t))
t
是离散随机变量的样本数组

正如您所注意到的,
sample_2
也是这个Pareto的样本集合,但仍然不是我所需要的

我需要创建一个新数组,其中该数组的组件必须是随机n的和