The prior expectation about heritability (cf. Equation (4)) under idealized conditions corresponds to a value of 1.6 for this specific prior specification and 10 000 SNP.
As mentioned above, the choice of a threshold for the effect size β m is generally problematic in shrinkage approaches, whereas the prior specification of MU entails a justification for a specific threshold in MU.
We apply our methods to estimate sensitivity of the expected number of distinct clusters present in the Iris dataset to the BNP prior specification.
Therefore, a method that allows a characterization of precipitation without any prior specification of anomaly criteria (such as regional boundaries or fixed temporal windows) is beneficial.
This paper develops a related approach for the first time, "un-forming" sheet metal from its finished geometry to a flat blank without prior specification of a process.
This study aims at testing interrater reliability of six osteopaths regarding the testing of the abdominal diaphragm without prior specification of the type of test.
The DIC provides a computationally efficient way to perform sensitivity analysis and can be used to quantitatively evaluate if including environmental effects, gene gene interactions, and/or gene environment interactions in the prior specification is worth the extra parameterization.
If a disease is controlled by a gene at one of these loci, the lod score computation requires the prior specification of an underlying model that assigns the probabilities of genotypes from the observed phenotypes.
This prior specification follows [13], who discuss how to specify these values in more detail.
The use of Bayesian methods in large-scale data settings is attractive because of the rich hierarchical relationships, uncertainty quantification, and prior specification these methods provide.
The selected filters adapt the target birth intensity at each processing step with the use of the received measurements, thereby eliminating the need for prior specification of birth intensities [19].
