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Summary

Description
English: Cumulative distribution function for the Beta distribution.
Date
Source Own work
Author Horas (talk) based on the work of Krishnavedala
Other versions File:Beta_distribution_cdf.png
 
W3C-validity not checked.
 
This W3C-unspecified plot was created with Gnuplot.

Source Codes

Using gnuplot
reset
reset session

out=2
outputpath= "./"
outputfilename="betacummulative"
if(out==1) {
	set terminal qt size 1000,750 font ",14"
}
if(out==2) {
	set terminal pdfcairo size 16cm,12cm  font ",20" linewidth 2
	set output outputpath.outputfilename.".pdf"
}
if(out==3) {
	set terminal pngcairo size 800,600  font ",14"
	set output  outputpath.outputfilename.".png"
}

dbeta(x,a,b) = exp((a-1)*log(x)+(b-1)*log(1-x)-lgamma(a)-lgamma(b)+lgamma(a+b))
pbeta(x,a,b) = ibeta(a,b,x)
f(x,y,z) = pbeta(x,y,z)

set samples 500
 
set xrange [0:1]
set xtics 0.2
set yrange [0:1]
set ytics 0.2

#set xlabel "x"
set ylabel "CDF"

set key at .40,1

set grid xtics ytics mytics lw 1 lc rgb "#888888" dashtype 3 lt 1
set border 3 back lw 2 lc rgb "#222222"
set tics in nomirror scale 0.75

lww=2
set ls 1 lw lww lc rgb "#e41a1c"
set ls 2 lw lww lc rgb "#377eb8"
set ls 3 lw lww lc rgb "#4daf4a"
set ls 4 lw lww lc rgb "#984ea3"
set ls 5 lw lww lc rgb "#ff7f00"

plot \
    f(x, 0.5,0.5) w l ls 1	title "{/Symbol a} = {/Symbol b} = 0.5", \
    f(x, 5,  1)   w l ls 2	title "{/Symbol a} = 5, {/Symbol b} = 1", \
    f(x, 1,  3)   w l ls 3	title "{/Symbol a} = 1, {/Symbol b} = 3", \
    f(x, 2,  2)   w l ls 4	title "{/Symbol a} = 2, {/Symbol b} = 2", \
    f(x, 2,  5)   w l ls 5	title "{/Symbol a} = 2, {/Symbol b} = 5"

if (out>1) {
	set output
}
if (out == 1) {
	pause -1
}
Using python with matplotlib, scipy and numpy toolboxes.
from matplotlib.pyplot import *
from numpy import linspace
from scipy.stats import beta

x = linspace(0,1,75)

fig = figure()
ax = fig.add_subplot(111)
ax.plot(x,beta.cdf(x,0.5,0.5),label=r"$\alpha=\beta=0.5$")
ax.plot(x,beta.cdf(x,5,1),label=r"$\alpha=5, \beta=1$")
ax.plot(x,beta.cdf(x,1,3),label=r"$\alpha=1, \beta=3$")
ax.plot(x,beta.cdf(x,2,2),label=r"$\alpha=2, \beta=2$")
ax.plot(x,beta.cdf(x,2,5),label=r"$\alpha=2, \beta=5$")
ax.grid(True)
ax.minorticks_on()
ax.legend(loc=9)
setp(ax.get_legend().get_texts(),fontsize='small')
ax.set_ylim(0,2.6)
ax.set_xlabel("x")
ax.set_ylabel("PDF")

fig.savefig("Beta_distribution_cdf.svg",bbox_inches="tight",\
	pad_inches=.15)

Licensing

This work is ineligible for copyright and therefore in the public domain because it consists entirely of information that is common property and contains no original authorship.

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14 November 2014

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1f72bea9f3bba076e2825b83bc7596ef7c26b2bd

81,532 byte

425 pixel

566 pixel

File history

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Date/TimeThumbnailDimensionsUserComment
current18:50, 14 November 2014Thumbnail for version as of 18:50, 14 November 2014566 × 425 (80 KB)Horas{{Information |Description=edited to fit to prob. density function plot. Better readability. |Date=2014-11-14 |Source={{own}} |Author= ~~~ |Permission= |other_versions= }}
21:56, 4 June 2011Thumbnail for version as of 21:56, 4 June 2011640 × 495 (65 KB)Krishnavedalacorrected the y-axis label and location of legend
21:54, 4 June 2011Thumbnail for version as of 21:54, 4 June 2011639 × 495 (65 KB)Krishnavedalacorrected the range of y-axis
21:53, 4 June 2011Thumbnail for version as of 21:53, 4 June 2011639 × 489 (68 KB)Krishnavedala{{Information |Description ={{en|1=Cumulative distribution function for the Beta distribution. Created using python with matplotlib, scipy and numpy toolboxes. <syntaxhighligh

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