Sentence examples for bandwidth selection for the from inspiring English sources

The adaptive bandwidth selection for the kernel is based on cross validation.

An automatic bandwidth selection for fitting the kernel-smoothed regression line was used to take into account the variation in genetic distances (in cM) between SNP loci.

A new bandwidth selection method for the fuzzy regression discontinuity estimator is proposed.

Spatial bandwidth selection was 0.02 for the left side and 0.05 for the right.

For our analysis, we are using local constant techniques, and for bandwidth selection, we apply the least squares cross-validation (LSCV) criterion as described in (Hall et al. 2004; Li & Racine 2007).

We show that these estimators are asymptotically unbiased and consistent and, to determine the bandwidth, we propose two simple yet efficient plug-in bandwidth selection methods for even and odd order local polynomial estimators.

The user is allowed to choose a proper bandwidth selection factor that controls the smoothness of the curve.

and the bandwidth H derived from the multivariate generalization of Scott's rule of thumb for bandwidth selection as [17] H = L − 1 ( d + 4 ) × Co 1 2, (17).

The bandwidth of phase-locked loop (PLL) in optical transponder unit (OTU) is affected by both the external input jitter and the internal phase noise jitter, so the selection for the bandwidth of the PLL has a contradiction and it is necessary that the bandwidth is optimally designed.

Automatic selection of the optimal bandwidth would be desirable, but optimal bandwidth selection based statistical criteria such as the mean integrated squared error [ 26] did not work well with the CTCF data.

The proposed estimator (hat {beta }_{textit {EPL}}) works well for smaller validation percentages and is not very sensitive to the bandwidth selection.