Sentence examples for smoothing parameter from inspiring English sources
Smoothing parameter selection for a class of semiparametric linear models.
The smoothing parameter controls the balance between the goodness of fit of the model.
Methods for choosing the smoothing parameter are also discussed.
The optimal smoothing parameter was identified by minimizing the cross-validation Median Squared Error (MSE) of the spline fits.
We investigate the problem of optimal choice of the smoothing parameter (bandwidth) for the regression discontinuity estimator.
We optimize this smoothing parameter by using the Akaike Information Criterion34 for several such parameters (for a full description of the method, see ref. 32).
A cross-validation analysis was performed to determine the optimal smoothing parameter by testing values across seven orders of magnitude starting from 10−3.
Cubic penalized splines were used in the exploratory set with a wide range of values for the spline smoothing parameter λ.
where is the smoothing parameter.
optimizing the smoothing parameter k.
where ν represents a predetermined smoothing parameter.
