Sentence examples for based on hierarchical modeling from inspiring English sources

Sillanpää et al. (2012) proposed another Bayesian multiple-QTL mapping method based on hierarchical modeling.

This study is based on hierarchical model of the system that is used to deduce relationships between the state of components and the failure modes of the system.

In this article, a software-supported approach to assembling, structuring and representing evidence in a decision, based on hierarchical modelling of the processes leading up to a decision, is presented.

Unlike traditional SROC plots, HSROC curves was plotted based on hierarchical models in our meta-analysis, which clearly presented the result of a global summary of test performance, the 95% confidence ellipse around the mean values of sensitivity and specificity of radiographer reporting, as well as a 95% prediction ellipse for individual value of sensitivity and specificity.

To further improve the prediction accuracy we also considered an alternative HC-PLSR approach based on hierarchical regression modelling of the residuals from the global PLSR model.

The other method was based on hierarchical regression modelling of GSI and DCP at each MP using the Bayesian inference.

This asymmetry is also consistent with functional architectures implied by theories of perceptual inference in the brain, based on hierarchical generative models.

IBMT is similar to other methods based on hierarchical Bayesian models in testing differential expression of genes in microarray studies.

Our modeling strategy is based on hierarchical and heterogeneous modeling for planning cloud infrastructures, which allows the evaluation of cloud infrastructures with complex redundant mechanisms and maintenance policies.

This approach is based on hierarchical and heterogeneous modeling that combines combinatorial and state-space models to represent and evaluate cloud infrastructures.

In a related contribution on data caching mechanisms featured in [20], models have been developed for cache hit performance, with emphasis however being on the performance of multilevel cache configurations based on hierarchical and cooperative models for data sharing across distributed environments.