diff rDiff/src/locfit/m/lfsmooth.m @ 0:0f80a5141704

version 0.3 uploaded
author vipints
date Thu, 14 Feb 2013 23:38:36 -0500
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/rDiff/src/locfit/m/lfsmooth.m	Thu Feb 14 23:38:36 2013 -0500
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+function yhat=lfsmooth(varargin)
+%
+% a simple interface to locfit.
+% output is a vector of smoothed values, at each data point.
+% all locfit options, except evaluation structures, are valid.
+%
+% Example, to smooth a time series of observations,
+%
+% t = (1:100)';
+% y = 2*sin(t/10) + normrnd(0,1,100,1);
+% plot(t,y,'.');
+% hold on;
+% plot(t,lfsmooth(t,y,'nn',0.5));
+% hold off;
+%
+
+% Minimal input validation    
+if nargin < 1
+   error( 'At least one input argument required' );
+end
+
+fit = locfit(x,varargin{:},'module','simple');
+yhat = fit.fit_points.fitted_values;
+
+return;