Sentence examples for incorporating the prior from inspiring English sources
Because multiple loci in the genome are being sought in a GWAS, estimates incorporating the prior odds of association and the power to detect association have been proposed [6] and others have discussed the advantages of non-parametric tests based on genotype counts or multilocus modeling [7] [9].
Subsequently, the method changes the original grouping by incorporating the prior knowledge into the partitioning function.
For DeltaL, we modify the objective function of equation (1) by incorporating the prior probabilities of membership θ∗.
HM is a function of Q, and thus, by incorporating the prior distribution of Q in the WinBUGS code and subsequently deriving σ HM 2 via its original expression, the shortcomings of the DL approach are circumvented.
In order to check whether the prior affects the profiles in the desired manner one can compute new profiles using MAP estimation (by incorporating the prior in the procedure).
When considering the SNPs with mid-range power, the resolution improvement of the MVN method relative to the traditional method is as great as 70.4% after incorporating the prior information.
One possibility is to incorporate the prior information into an a priori distribution about the electorate, which is then combined via Bayes's theorem with the outcome of the sample and summarized by an a posteriori distribution.
In order to incorporate the prior knowledge of sparsity when updating the corrector covariance, this section develops an EKF-based approach, which leads to enhanced tracking performance.
The results show that IEC is an efficient and comfortable method to incorporate the prior knowledge of the user into optimization problems.
In contrast to conventional CS, the proposed K-cluster-valued CS incorporates the prior knowledge that only K clusters values of intensities are available for all the pixels of an image.
In order to do this, we need to incorporate the prior probabilities of the prosecutor and defence hypotheses, a value which can vary depending on the background information that one assumes to be present ((P(H_{p} = x))).
