Sentence examples for shrinkage technique from inspiring English sources

To smooth r(i), minimax estimation via wavelet shrinkage technique is used [17].

The wavelet shrinkage technique provides the best results in eliminating this type of noise.

Through composite technology, an esthetic wire has been developed from continuous fibers (E-glass fiber) and epoxy polymer matrix (tube shrinkage technique), giving rise to a prototype, fiber-reinforced polymer composite (FRPC) archwire (BioMers Products LLC, Naples, FL, USA), which is potentially suitable for use in orthodontics [1].

We estimate the location and population served by domestic wells in the contiguous United States in two ways: (1) the "Block Group Method" or BGM, uses data from the 1990 census, and (2) the "Road-Enhanced Method" or REM, refines the locations by using a buffer expansion and shrinkage technique along roadways to define areas where domestic wells exist.

The method proposed here is related to these, except that we propose a multivariate feature selection method and consider parameter estimation using a multivariate shrinkage technique.

The shrinkage technique (Tsai and Chen 2009) can resolve the large p, small n problem but it is computationally intensive and thus may not be feasible in QTL mapping that typically scans a large number of marker loci.

Since the estimation of this matrix may be a challenge in large-scale networks, we study the application of shrinkage techniques to cope with the problem of having more sensors than available observations.

In this paper, we empirically assess the predictive accuracy of a large group of models that are specified using principle components and other shrinkage techniques, including Bayesian model averaging and various bagging, boosting, least angle regression and related methods.

Shrinkage techniques are also commonly used in neural networks.

Shrinkage techniques will be used to adjust for overfitting, thus improving calibration.

Wang et al. (2010) pointed out that hierarchical modelling and shrinkage techniques have not been widely used in pathway analysis.