Mercurial > repos > vipints > rdiff
diff rDiff/src/locfit/m/lfsmooth.m @ 0:0f80a5141704
version 0.3 uploaded
author | vipints |
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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 @@ -0,0 +1,25 @@ +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;