As propagation redistributes the information of the network, standard pathway enrichment analysis based on posterior scores might have an advantage over the one based on direct GWAS results.
On ten benchmark datasets, we observe that the two decoding strategies based on posterior probabilities in this paper obtain better performance than other ones in earlier references.
a Preoperative planning on a flap based on posterior tibial artery perforators.
Passerini et al. (2004) [16] have recently proposed a decoding strategy based on posterior probabilities.
A definition of uncertainty based on posterior model probabilities of input variables to energy models is presented.
A discrimination criterion is developed based on posterior model probability that directly uses data to evaluate model importance.
It requires specifying ecosystem states that describe conditions for ecosystem services, and decides which hypothesis is true based on posterior probabilities of ecosystem states.
Two of the ten specimens received showed evidence of PCL insufficiency based on posterior drawer examination, which was confirmed with gross inspection and were thus eliminated from the study.
To resolve some of the deficiencies of anterior lumbar arthroplasty, such as the approach itself, difficulty of revision, and postoperative facet pain, 360° motion preservation systems based on posterior disc and posterior dynamic system (PDS) designs are being pursued.
At each resolution, coefficients associated with noise are modelled by Gaussian random variables; coefficients associated with edges are modelled by Generalized Laplacian random variables, and a shrinkage function is assembled based on posterior probabilities.
Application of the Bayesian framework to change point estimation provides a way of making a set of inferences based on posterior distributions for the time and the magnitude of a change as well as assessing the validity of underlying assumptions in the change point model itself (Gelman et al. 2004).
