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📁 an analysis software with souce code for the time series with methods based on the theory of nonline
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<head><title>Gaussian kernel correlation integral</title></head>
<body bgcolor="#ffffff">
<h3><a name="c2g"></a>Gaussian kernel correlation integral</h3>
<font color=blue><tt>c2g [-o </tt><em>outfile</em><tt> -V# -h] </tt><em> file</em>
</font>
<blockquote>
   <br>     <font color=blue><tt> -o  </tt></font><a href="../general.html#outfile" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/general.html#outfile">output file name</a>, just <font color=blue><tt> -o  </tt></font>means <font color=blue><em>file</em></font><font color=blue><tt>_g</tt></font>
   <br>     <font color=blue><tt> -V  </tt></font><a href="../general.html#verbosity" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/general.html#verbosity">verbosity level</a> (0 = only fatal errors)
   <br>     <font color=blue><tt> -h  </tt></font>show this message
</blockquote>
Reads two columns, r, c(r) from <font color=blue><em>file</em></font> 
(correlation integral output of 
<a href="c2naive.html" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/wuppertal/c2naive.html">c2naive</a> or
<a href="../dresden/d2.html" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/dresden/d2.html">d2</a> (extension <b>.c2</b>)
and computes the <a href="../chaospaper/node32.html" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/chaospaper/node32.html">Gaussian kernel</a> 
correlation integral
<pre>
               
              /00            2
          1   |        /    x   \
 C (r) = ---  | dx exp |- ----- | x C(x)
  G        2  |        \     2  /
          r   /0           2r
             
</pre>
As well as its logarithmic derivative with respect to r:
<pre>

            d
 D (r) = ------- log C (r)
  G      d log r      G

</pre>
<b><font color=red>Note:</font></b> The length scale has been shifted by
2<sup>1/2</sup> with respect to the manual: r<sup>2</sup>=2<IMG WIDTH=6 HEIGHT=7 ALIGN=BOTTOM ALT="tex2html_wrap_inline6495" SRC="epsilon.gif" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/wuppertal/epsilon.gif"><sup>2</sup>.
<p>
Between the given values of r, C(r) is interpolated by an exact power law and
the integral is evaluated numerically. Above the largest given value of r,
C(r)=1 is assumed and the corresponding integral is evaluated analytically.
The derivative is carried out analytically on the above expression and the
resulting integral is evaluated in the same manner as described.
<p>
Output is to <font color=blue><tt>stdout</tt></font>, or to 
file <font color=blue><em>file</em><tt>_g</tt></font> if 
<font color=blue><tt> -o</tt></font> is given. The first column contains
r, the second the Gaussian kernel correlation integral C<sub>G</sub>(r) and 
the third its
logarithmic derivative D<sub>G</sub>(r).
<p>
<a href="../contents.html" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/docs/contents.html">Table of Contents</a> * <a href="../../index.html" tppabs="http://www.mpipks-dresden.mpg.de/~tisean/TISEAN_2.0/index.html" target="_top">TISEAN home</a>
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