File:Beta distribution cdf.svg

Original file(SVG file, nominally 566 × 425 pixels, file size: 80 KB)

Captions

Captions

Add a one-line explanation of what this file represents

Summary edit

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 edit

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 edit

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.

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current18:50, 14 November 2014Thumbnail for version as of 18:50, 14 November 2014566 × 425 (80 KB)Horas (talk | contribs){{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)Krishnavedala (talk | contribs)corrected 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)Krishnavedala (talk | contribs)corrected the range of y-axis
21:53, 4 June 2011Thumbnail for version as of 21:53, 4 June 2011639 × 489 (68 KB)Krishnavedala (talk | contribs){{Information |Description ={{en|1=Cumulative distribution function for the Beta distribution. Created using python with matplotlib, scipy and numpy toolboxes. <syntaxhighligh

The following page uses this file:

File usage on other wikis

The following other wikis use this file:

Metadata