Immagine:IQ curve.svg

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IQ_curve.svg‎ (600 × 480 pixel, dimensioni: 12 KB, tipo MIME: image/svg+xml)

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[edit] Summary

Description

The IQ test is scored so that the mean score is 100 and the distribution has the shape of a Gaussian function, with a standard deviation of 15. The plot shows the percentage of people getting a score versus the score itself, from 55 to 145 IQ, i.e. (145-55)/15 = 6 times the standard deviation. Lengths as long as the standard deviation are represented with different colours. In order to create it, first I ran the following Octave code:

%standard deviation:
sigma = 15;

%IQ values:
IQ=55.5:144.5;

%Gaussian function:
G=exp(-(IQ-100).^2./(2*sigma^2));
H=exp(-(IQ-100).^2./(2*sigma^2));

%Normalisation in the [0:100] range
G=100*G/sum(G);
H=100*H/sum(H);

%to plot them in different colors
G(1:15)=0;
G(31:45)=0;
G(61:75)=0;

H(16:30)=0;
H(46:60)=0;
H(76:90)=0;

%output to text file:
T=[IQ; G; H];
T = T';
save -ascii 'IQ_curve.dat' T;

Since I wanted a symmetric plot, I shifted the domain by 0.5. It will save the samples in an external file called IQ_curve.dat. In order to get the plot in different colours, the function is split in two different functions, when one is zero the other one is non-null and vice versa. Plotting G and H we will get the effect we want. In order to get the SVG, I used the following Gnuplot code:

set terminal svg
set output "IQ_curve.svg"
set xrange [55.5:144.5]
set key off
set xzeroaxis linetype -1 linewidth 0.5
set yzeroaxis linetype -1 linewidth 0.5
set xtics axis
set ytics axis
plot "IQ_curve.dat" using 1:2 with impulses linewidth 1.5, \
     "IQ_curve.dat" using 1:3 with impulses linewidth 1.5

Then I post-processed the file with Inkscape.

Source

own work

This vector image was created with Gnuplot.

Date

6 December 2006

Author

Alessio Damato

Permission

see below

[edit] Licensing

I, the author of this work, hereby publish it under the following licenses:

Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the section entitled "GNU Free Documentation License".