Sentence examples for use as prior from inspiring English sources

Further, using data from a genome wide study of ovarian cancer, we demonstrate that their use as prior data when testing for association is practical at the genome wide scale and improves power to detect associations.

Considering that it is intractable to directly integrate 'small-world' or 'scale-free' properties into the model as they are both statistical descriptions, we turn to consider the clustering coefficient C. Empirical studies have shown that many complex networks possess relatively large clustering coefficient, which we will use as prior information.

We conducted several pilot runs using different priors on gene partitioning, topology constraints, and parameter distributions to estimate clock rates to use as priors in the dedicated runs in order to meet the posterior ESS optimisation criteria.

Many researchers can use these tools, and since Bayesian methods are being used widely to infer phylogeny [ 50], posterior distributions of trees will become more commonly available for use as priors in comparative studies, e.g. [ 51].

In order to limit the loss in selection efficiency, the parental EBV of the litters were used as prior information to detect the most useful animals to genotype.

Pitch has also been used as prior information when performing separation.

The mixture models are also very commonly used as prior models.

These components are then used as prior distributions in the PLCA decomposition of the original mix.

Evolution dependency BEL((p_mathrm{i}^mathrm{t})) used as prior probabilities for the next generation.

These neighbor points' normals are estimated by principal component analysis, and used as prior knowledge to carry out neighborhood clustering.

Furthermore, we show how this expression can be used as prior information in the dictionary assisted approach.