Local regression: Difference between revisions

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Tags: Mobile edit Mobile app edit Android app edit App select source
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It is to be emphasized that the above procedure produces the estimate <math>\hat\mu(x)</math> for one value of <math>x</math>. When considering a new value of <math>x</math>, a new set of weights <math>w_i(x)</math> must be computed, and the regression coefficient estimated afresh.
 
===Matrix Representationrepresentation of the Locallocal Regressionregression Estimateestimate===
 
As with all least squares estimates, the estimated regression coefficients can be expressed in closed form (see [[Weighted least squares]] for details):