fig11_4.html 3.7 KB

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  7. <meta name="description" content="Local Regression and Likelihood, Figure 11.4.">
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  19. <h1>fig11_4
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  21. <h2><a name="_name"></a>PURPOSE <a href="#_top"><img alt="^" border="0" src="../../../up.png"></a></h2>
  22. <div class="box"><strong>Local Regression and Likelihood, Figure 11.4.</strong></div>
  23. <h2><a name="_synopsis"></a>SYNOPSIS <a href="#_top"><img alt="^" border="0" src="../../../up.png"></a></h2>
  24. <div class="box"><strong>This is a script file. </strong></div>
  25. <h2><a name="_description"></a>DESCRIPTION <a href="#_top"><img alt="^" border="0" src="../../../up.png"></a></h2>
  26. <div class="fragment"><pre class="comment"> Local Regression and Likelihood, Figure 11.4.
  27. Author: Catherine Loader
  28. Local Adaptive Smooth - Dopler example.
  29. NEED: Improve plot - curve is hard to see.</pre></div>
  30. <!-- crossreference -->
  31. <h2><a name="_cross"></a>CROSS-REFERENCE INFORMATION <a href="#_top"><img alt="^" border="0" src="../../../up.png"></a></h2>
  32. This function calls:
  33. <ul style="list-style-image:url(../../../matlabicon.gif)">
  34. <li><a href="../../../chronux_2_10/locfit/m/lfplot.html" class="code" title="function lfplot(varargin)">lfplot</a> Plot (for one or two dimensions) a locfit() fit.</li><li><a href="../../../chronux_2_10/locfit/m/locfit.html" class="code" title="function fit=locfit(varargin)">locfit</a> Smoothing noisy data using Local Regression and Likelihood.</li></ul>
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  37. <li><a href="runbook.html" class="code" title="">runbook</a> </li></ul>
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  39. <h2><a name="_source"></a>SOURCE CODE <a href="#_top"><img alt="^" border="0" src="../../../up.png"></a></h2>
  40. <div class="fragment"><pre>0001 <span class="comment">% Local Regression and Likelihood, Figure 11.4.</span>
  41. 0002 <span class="comment">% Author: Catherine Loader</span>
  42. 0003 <span class="comment">%</span>
  43. 0004 <span class="comment">% Local Adaptive Smooth - Dopler example.</span>
  44. 0005 <span class="comment">%</span>
  45. 0006 <span class="comment">% NEED: Improve plot - curve is hard to see.</span>
  46. 0007
  47. 0008 x = (0:2047)'/2047;
  48. 0009 m = 20*sqrt(x.*(1-x)) .* sin(2*pi*1.05 ./ (x+0.05));
  49. 0010 y = m + normrnd(0,1,2048,1);
  50. 0011 fit = <a href="../../../chronux_2_10/locfit/m/locfit.html" class="code" title="function fit=locfit(varargin)">locfit</a>(x,y,<span class="string">'pen'</span>,4,<span class="string">'acri'</span>,<span class="string">'cp'</span>,<span class="string">'maxk'</span>,500);
  51. 0012 figure(<span class="string">'Name'</span>,<span class="string">'fig11_4: local adaptive smooth: dopler example'</span>);
  52. 0013 <a href="../../../chronux_2_10/locfit/m/lfplot.html" class="code" title="function lfplot(varargin)">lfplot</a>(fit,<span class="string">'red'</span>);</pre></div>
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