File:Reciprocal cdf.svg

Original file(SVG file, nominally 360 × 288 pixels, file size: 22 KB)

Summary

Description
English: Graph showing the CDF of the reciprocal distribution for two different sets of parameters
Date
Source Own work
Author Bscan

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import numpy as np
import matplotlib.pyplot as plt
from scipy import stats

X = np.arange(7)

plt.clf()
plt.figure(figsize=(4,3.2))
plt.axes([0.17,0.13,0.79,0.8])
ax = plt.gca()
col = {0: 'orange', 1: 'purple', 2: 'lightblue'}

a_vals = [1,2]
b_vals = [4,6]

for i,a,b in zip(range(a_vals.__len__()),a_vals,b_vals):
    X = np.arange(0, 7, 0.01)
    P = stats.reciprocal.cdf(X, a=a, b=b)
    a = plt.plot(X, P, '-', color=col[i], lw=2.5, label="a={}, b={}".format(a,b))

plt.xlabel("x")
plt.ylabel(u"P(X\N{Less-THAN OR EQUAL TO}x)")
plt.xlim(0,7)
plt.legend(frameon=False, loc='lower right')
plt.savefig("/dbfs/FileStore/Wikipedia/reciprocal_cdf.svg")

display()

Captions

Graph of the CDF of the Reciprocal distribution

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28 June 2019

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Date/TimeThumbnailDimensionsUserComment
current18:41, 28 June 2019Thumbnail for version as of 18:41, 28 June 2019360 × 288 (22 KB)BscanUser created page with UploadWizard
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