Sentence examples for stabilize estimates from inspiring English sources

We also introduce a Bayesian estimation procedure, which can, in some situations, stabilize estimates for early events when there are low numbers of mutations in a region.

In many cases, the expression data we have does not satisfy this premise and we have to use regularization to stabilize estimates.

Hierarchical models allow us to borrow strength from neighbouring regions and the entire geographical region in order to stabilize estimates based on small, local sample sizes within sectors.

Bayesian smoothing has been used to stabilize estimates in spatiotemporal patterns of diseases in small areas with extremely low population [ 28].

By borrowing information we can obtain stabilized estimates of expression levels from rather noisy microarray data.

In order to stabilize the estimates, [ 10] propose a bagging-based estimator, which we have adopted.

To stabilize the estimates, over 5,000 shots of acoustic wave data per site were required for each observation epoch.

In our context, we use it as a "random effect model" to stabilize θ estimates.

Risk estimates from small areas suffer from substantial extra variability and several statistical approaches have been proposed to overcome such difficulties and "stabilize" risk estimates.

To stabilize θ estimates for a large K, we use an ancillary HMM to model the upper-layer clusters emitting θ.

This is commonly done in the case of simple multinomial estimation, where a Dirichlet prior is equivalent to adding pseudo-counts to the data to stabilize the estimates.