Sentence examples for introduction of prior from inspiring English sources

A common approach to address this issue is through the introduction of prior norm constraints, smoothness regularization or reparameterization to reduce the number of estimated parameters.

This approach also allows the introduction of prior knowledge and the quantification of the information gain from experimental data used in the inference procedure.

Two methods have been suggested, i.e., introduction of prior knowledge of the model space using the well-known Tikhonov regularization scheme, and systematic investigation of the influence of the tip apex angles on the accuracy of the identified plastic properties.

After the introduction of prior knowledge of the ranges of meaningful parameter values, calibration of the over-parameterised model manifested itself primarily in the generation of posterior parameter covariances.

The here presented framework introduces two main possibilities, integration of more expression data and introduction of prior knowledge of regulatory interactions.

This was accomplished through the introduction of prior distributions for the variables.

Development of the PERA algorithm leads to systematic extraction and use of prior interactions, which has a series of advantages over ad hoc introduction of priors in the network modeling scheme.

To date, there is no demonstrated health benefit to the introduction of CFs prior to six months of age [ 1– 3], and evidence suggests that early (prior to four months of age) introduction may place undue stress on the immature renal, digestive and immune systems [ 11].

We believe this relatively good optoelectronic property is partially associated to the introduction of SMAT prior to oxidation which can improve the quality of the CuO NW during growth process.

There is no mention in the Introduction of the prior Btk structures reported.

Mothers' control over the introduction of CFs prior to six months was controlled by baby cues and perception of infant hunger.