Sentence examples for constrained expectation from inspiring English sources

Four methods were compared by a simulation study: naive complete-case analysis, GBS, the constrained GBS (CGBS), and the constrained expectation and maximization (CEM).

The constrained expectation-maximization (CEM) method appears to be best when all or moderate number of exposures are observed with measurement errors.

In this paper, the parameters in state-space models were estimated from the time course of gene expressions using Kalman filter and the constrained expectation-maximization (EM) algorithm (a modified EM algorithm that incorporates prior knowledge about the structure of genetic networks).

4. Perception of need depends on trait negative affect, as well socially constrained expectations.

In our analysis of the ENCODE regions, we choose a prior expectation of 8% of constrained sequences and the expected constrained element size of 12 bp which limit the bases called on bootstrapped AR alignments to<0.5%.

The study adds to the existing body of work by incorporating buyers' expectations into a constrained Stackelberg structure, and by achieving coordination without forcing buyers to explicitly comply with the supplier's replenishment period in choosing their order quantities.

In workplaces groups/jobs are naturally ordered and this could be incorporated in estimation procedure by constrained estimation methods together with the expectation and maximization (EM) algorithms for regression models having measurement error and missing values.

A hybrid method of chance-constrained programming (CCP) combined with variance expectation (VE) is proposed to find the optimal solution of the original problem.

Ordering an imaging test may be a response to high patient expectation, especially when combined with constrained time resources [ 20].

The excess of long IGSs compared to the neutral expectation allows the quantity of constrained, indel-purified, sequence shared between the two species to be inferred.

Image deconvolution was performed using a maximum-likelihood expectation deconvolution in AutoQuant X3 (Media Cybernetics), using a constrained iterative algorithm and theoretical point spread functions for 460-nm (DAPI), 505-nm (Alexa Fluor 488), and 565-nm (Cy3) emission wavelengths.