Sentence examples for synthetic likelihood from inspiring English sources

The p value of the L test is estimated by comparing L(Ω i |Λ) with a predetermined number N of synthetic likelihood values L ( Ω i S | Λ ) = { L ( Ω i S l | Λ ), l = 1, …, N }, computed by Equation 4, of simulated catalogs 'consistent with the forecast' (Schorlemmer et al. 2007).

We use a rough proxy here—synthetic likelihood evaluation.

When a complete likelihood cannot be easily calculated, methods for estimation based only on simulations and summary statistics (Synthetic likelihood [ 21]; Approximate Bayesian Computation [ 22]) are also receiving attention.

This dearth of findings is informative when considering the likelihood of synthetic associations because it rules out a class of genetic models from playing a substantial role in complex disease.

Our data is consistent with the observations in Alzheimer's and Parkinson's disease that seeding with native protein is much more efficient than synthetic seeds,39 reflecting the likelihood that additional properties present in patient-derived CSF beyond the mHTT protein can also be captured as a modulator of cell-to-cell propagation, including the presence of neuroinflammatory cytokines.

However, the fact that a nucleosidic solid support has to be selected in a sequence-specific manner reduces the throughput of the entire synthetic process and increases the likelihood of human error.

Small molecules from natural sources are recognized as evolved, privileged structures with greater likelihood than many synthetic compounds to exhibit specific bioactivities [1].

First, we test the hypothesis that degrees are power-law distributed by (roughly speaking, details in the Methods section) finding parameter values for the power-law distribution that fits the data best, then draw as many series of numbers from this distribution with the same size as the raw data and check the likelihood that the synthetic and real data come from the same distribution.

The RAxML web server [ 17] was used to reconstruct the phylogenetic trees for all real and synthetic datasets using the Maximum Likelihood approach.

Several studies of the body burden of chemicals in humans evidence high and diverse concentrations of synthetic chemicals, indicating the importance and likelihood of chemical interactions [ 31- 33].

Using natural proteins rather than synthetic polymers or decellularized organs reduces the likelihood that the new tissue will be rejected once it's implanted.