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examples/GUIquantile.m

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Inf 9];
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x=[0;X(:,1)];
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freq=X(:,2);
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GUIquantile(x,0.42,'freq',freq,'DiscreteData',false,'plots',1)
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out=GUIquantile(x,0.42,'freq',freq,'DiscreteData',false,'plots',1)
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%}
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%% Beginning of code

helpfiles/FSDA/CEVmodel.html

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plot(t,S)
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xlabel('Time')
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ylabel('Spot price')
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title('CEV model')</pre></div></div><a href='http://rosa.unipr.it/fsda/CEVmodel.html#Example_1'><img vspace="5" hspace="5" src="images\CEVmodel_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div><div id="example_2" class="example_module expandableContent"><div id="Example_2"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"> <li><img alt="" src="images_help/M.gif" style="width: 12px; height: 12px"> Example of call of CEVmodel providing both price and variance values.</li></span></a></span></h3><div class="collapse"><p>
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title('CEV model')</pre></div></div><a href='http://rosa.unipr.it/fsda/CEVmodel.html#Example_1'><img vspace="5" hspace="5" src="images\CEVmodel_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div><div id="example_2" class="example_module expandableContent"><div id="Example_2"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"> <li><img alt="" src="images_help/M.gif" style="width: 12px; height: 12px"> Example of call of CEVmodel providing both price and variance values.</li></span></a></span></h3><div class="collapse"><p>
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Generates price and instantaneous variance values for the CEV model at times t.<div class="programlisting"><div class="codeinput"><pre class="matlab-code">n=1000; dt=1/n;
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t=0:dt:1; % discrete time grid
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x=100; % initial price value
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plot(t,A)
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xlabel('Time')
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ylabel('Spot variance')
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title('CEV model')</pre></div></div><a href='http://rosa.unipr.it/fsda/CEVmodel.html#Example_2'><img vspace="5" hspace="5" src="images\CEVmodel_02.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div></div><p> </p></div></div></div><div class="ref_sect" itemprop="content"><h2 id="Inputs">Input Arguments</h2><div class="expandableContent"><div class="arguments"><div class="input_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"> <div id="inputarg_t" class="clearfix"> </div> <h3 id="input_argument_t" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>t</code> &#8212; Discrete time grid. </span> </a><span class="example_desc">Vector.</span></span></h3> <div class="collapse"> <p>Row or column vector.</p> <p class="datatypelist"><strong> Data Types: </strong><code>single| double</code></p> </div> </div><div class="expandableContent"> <div id="inputarg_x" class="clearfix"> </div> <h3 id="input_argument_x" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>x</code> &#8212; Initial price value. </span> </a><span class="example_desc">Scalar.</span></span></h3> <div class="collapse"> <p></p> <p class="datatypelist"><strong> Data Types: </strong><code>single| double</code></p> </div> </div></div></div></div></div><div class="ref_sect" itemprop="content"><h2 id="OutputArgs" >Output Arguments</h2><div class="expandableContent"><div class="arguments"><div class="output_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"><div id="outputarg_S" class="clearfix"></div><h3 id="output_argument_S" class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="argument_name"><code>S</code> &#8212;Spot prices.</span></a><span class="example_desc"><code> </code>Vector</span></span></h3><div class="collapse"><p> Column vector with the same length of t.</p></div></div><div class="expandableContent"><div id="outputarg_A" class="clearfix"></div><h3 id="output_argument_A" class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="argument_name"><code>A</code> &#8212;Spot variance values.</span></a><span class="example_desc"><code> </code>Vector</span></span></h3><div class="collapse"><p> Column vector with the same length of t.</p></div></div></div></div></div></div><div class="moreabout ref_sect"><h2 id="MoreAbout">More About</h2><div class="expandableContent"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent" itemprop="content"><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span>Additional Details</span></a></span></h3><div class="expand"><p>
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title('CEV model')</pre></div></div><a href='http://rosa.unipr.it/fsda/CEVmodel.html#Example_2'><img vspace="5" hspace="5" src="images\CEVmodel_02.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div></div><p> </p></div></div></div><div class="ref_sect" itemprop="content"><h2 id="Inputs">Input Arguments</h2><div class="expandableContent"><div class="arguments"><div class="input_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"> <div id="inputarg_t" class="clearfix"> </div> <h3 id="input_argument_t" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>t</code> &#8212; Discrete time grid. </span> </a><span class="example_desc">Vector.</span></span></h3> <div class="collapse"> <p>Row or column vector.</p> <p class="datatypelist"><strong> Data Types: </strong><code>single| double</code></p> </div> </div><div class="expandableContent"> <div id="inputarg_x" class="clearfix"> </div> <h3 id="input_argument_x" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>x</code> &#8212; Initial price value. </span> </a><span class="example_desc">Scalar.</span></span></h3> <div class="collapse"> <p></p> <p class="datatypelist"><strong> Data Types: </strong><code>single| double</code></p> </div> </div></div></div></div></div><div class="ref_sect" itemprop="content"><h2 id="OutputArgs" >Output Arguments</h2><div class="expandableContent"><div class="arguments"><div class="output_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"><div id="outputarg_S" class="clearfix"></div><h3 id="output_argument_S" class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="argument_name"><code>S</code> &#8212;Spot prices.</span></a><span class="example_desc"><code> </code>Vector</span></span></h3><div class="collapse"><p> Column vector with the same length of t.</p></div></div><div class="expandableContent"><div id="outputarg_A" class="clearfix"></div><h3 id="output_argument_A" class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="argument_name"><code>A</code> &#8212;Spot variance values.</span></a><span class="example_desc"><code> </code>Vector</span></span></h3><div class="collapse"><p> Column vector with the same length of t.</p></div></div></div></div></div></div><div class="moreabout ref_sect"><h2 id="MoreAbout">More About</h2><div class="expandableContent"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent" itemprop="content"><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span>Additional Details</span></a></span></h3><div class="expand"><p>
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The Constant Elasticity of Variance model [S. Beckers, The Journal of
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Finance, Vol. 35, No. 3, 1980] is given by the following stochastic
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differential equation

helpfiles/FSDA/ClusterRelabel.html

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text(Y(UnitsSameGroup,1),Y(UnitsSameGroup,2),num2str(UnitsSameGroup))
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% Now (as is evident from the right panel) unit which contains group 10
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% has label '1' while group which contains unit 12 has label '2'.</pre></div></div><pre class="codeoutput">ClaLik with untrimmed units selected using crisp criterion
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Total estimated time to complete tclust: 1.86 seconds
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</pre><a href='http://rosa.unipr.it/fsda/ClusterRelabel.html#Example_2'><img vspace="5" hspace="5" src="images\ClusterRelabel_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div></div><p> </p></div></div></div><div class="ref_sect" itemprop="content"><h2 id="Inputs">Input Arguments</h2><div class="expandableContent"><div class="arguments"><div class="input_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"> <div id="inputarg_IDX" class="clearfix"> </div> <h3 id="input_argument_IDX" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>IDX</code> &#8212; Assignment of units to groups for different values of c
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Total estimated time to complete tclust: 0.45 seconds
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</pre><a href='http://rosa.unipr.it/fsda/ClusterRelabel.html#Example_2'><img vspace="5" hspace="5" src="images\ClusterRelabel_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div></div><p> </p></div></div></div><div class="ref_sect" itemprop="content"><h2 id="Inputs">Input Arguments</h2><div class="expandableContent"><div class="arguments"><div class="input_argument_container"><p class="switch"><a class="expandAllLink" href="javascript:void(0);">expand all</a></p><div class="expandableContent"> <div id="inputarg_IDX" class="clearfix"> </div> <h3 id="input_argument_IDX" class="expand"> <span> <a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"> <span class="argument_name"><code>IDX</code> &#8212; Assignment of units to groups for different values of c
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(restriction factor) and k (number of groups). </span> </a><span class="example_desc">Cell.</span></span></h3> <div class="collapse"> <p><p>Cell of size length(kk)-times length(cc), where kk is
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the vector which contains the number of groups which
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have been considered and cc is the vector which

helpfiles/FSDA/CorAna.html

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The sum of the numbers in a column is equal to 1
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CntrbDim2In = relative contribution of latent dimension to explain total Inertia of a point
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CntrbDim2In_1+CntrbDim2In_2+...+CntrbDim2In_K=1
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</pre><a href='http://rosa.unipr.it/fsda/CorAna.html#Example_2'><img vspace="5" hspace="5" src="images\CorAna_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div></div><p> </p><div class="examples"><h2 id="ExtraExamples" class="bottom_ruled">Related Examples</h2><div id="expandableExamples" class="expandableContent"><p class="switch"><a class="expandAllLink"href="javascript:void(0);">expand all</a></p><div id="Extraexample_1" class="example_module expandableContent"><div id="ExtraExample_1"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"><li>CorAna with original data matrix as input.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">load smoke
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</pre><a href='http://rosa.unipr.it/fsda/CorAna.html#Example_2'><img vspace="5" hspace="5" src="images\CorAna_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div></div><p> </p><div class="examples"><h2 id="ExtraExamples" class="bottom_ruled">Related Examples</h2><div id="expandableExamples" class="expandableContent"><p class="switch"><a class="expandAllLink"href="javascript:void(0);">expand all</a></p><div id="Extraexample_1" class="example_module expandableContent"><div id="ExtraExample_1"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"><li>CorAna with original data matrix as input.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">load smoke
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out=CorAna(smoke,'datamatrix',true);</pre></div></div></p></div></div><div id="Extraexample_2" class="example_module expandableContent"><div id="ExtraExample_2"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"><li><img alt="" src="images_help/M.gif" style="width: 12px; height: 12px"> CorAna with supplementary rows and supplementary columns.</li></span></a></span></h3><div class="collapse"><p>
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Children data
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Active rows = 1:15

helpfiles/FSDA/CorAnaplot.html

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out=CorAna(Nactive,'Sup',Sup,'plots',0,'dispresults',false);
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% Show the correspodence analysis plot.
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% Rows and columns are showN in principal coordinates
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CorAnaplot(out)</pre></div></div><a href='http://rosa.unipr.it/fsda/CorAnaplot.html#Example_1'><img vspace="5" hspace="5" src="images\CorAnaplot_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div><div id="example_2" class="example_module expandableContent"><div id="Example_2"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"> <li><img alt="" src="images_help/M.gif" style="width: 12px; height: 12px"> CorAnaplot with personalized symbols.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">close all
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CorAnaplot(out)</pre></div></div><a href='http://rosa.unipr.it/fsda/CorAnaplot.html#Example_1'><img vspace="5" hspace="5" src="images\CorAnaplot_01.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div><div id="example_2" class="example_module expandableContent"><div id="Example_2"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"> <li><img alt="" src="images_help/M.gif" style="width: 12px; height: 12px"> CorAnaplot with personalized symbols.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">close all
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% Prepare the data.
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N=[51 64 32 29 17 59 66 70;
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53 90 78 75 22 115 117 86;
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% change the sign of the second dimension
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changedimsign=[false true];
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out=CorAna(Nactive,'Sup',Sup,'plots',0,'dispresults',false);
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CorAnaplot(out,'plots',plots,'changedimsign',changedimsign)</pre></div></div><a href='http://rosa.unipr.it/fsda/CorAnaplot.html#Example_2'><img vspace="5" hspace="5" src="images\CorAnaplot_02.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website). Graphical output could not be included in the installation file because toolboxes cannot be greater than 20MB. To load locally the image files, download zip file http://rosa.unipr.it/fsda/images.zip and unzip it to <tt>(docroot)/FSDA/images</tt> or simply run routine <tt>downloadGraphicalOutput.m</tt>"> </a></p></div></div></div><p> </p><div class="examples"><h2 id="ExtraExamples" class="bottom_ruled">Related Examples</h2><div id="expandableExamples" class="expandableContent"><p class="switch"><a class="expandAllLink"href="javascript:void(0);">expand all</a></p><div id="Extraexample_1" class="example_module expandableContent"><div id="ExtraExample_1"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"><li>CorAnaplot with personalized displacement.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">close all
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CorAnaplot(out,'plots',plots,'changedimsign',changedimsign)</pre></div></div><a href='http://rosa.unipr.it/fsda/CorAnaplot.html#Example_2'><img vspace="5" hspace="5" src="images\CorAnaplot_02.png" alt="Click here for the graphical output of this example (link to Ro.S.A. website)."> </a></p></div></div></div><p> </p><div class="examples"><h2 id="ExtraExamples" class="bottom_ruled">Related Examples</h2><div id="expandableExamples" class="expandableContent"><p class="switch"><a class="expandAllLink"href="javascript:void(0);">expand all</a></p><div id="Extraexample_1" class="example_module expandableContent"><div id="ExtraExample_1"></div><h3 class="expand"><span><a href="javascript:void(0);" style="display: block;" title="Expand/Collapse"><span class="example_title"><li>CorAnaplot with personalized displacement.</li></span></a></span></h3><div class="collapse"><p><div class="programlisting"><div class="codeinput"><pre class="matlab-code">close all
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% Prepare the data.
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N=[51 64 32 29 17 59 66 70;
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53 90 78 75 22 115 117 86;

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