Sentence examples for inferred upon from inspiring English sources

Conversely, the BayesB model is more robust to misspecification of s provided that inference on π, the probability of association, and v are also inferred upon.

Our work on misspecification of one hyperparameter (s) is strongly linked to the other hyperparameters (v and/or π) being inferred upon.

Again, all these comparisons were conducted such that all remaining hyperparameters (v and π where applicable) were inferred upon as well.

Only 800 of the 6178 gene nodes could be classified from [ 9] to one of the five defined cell cycle phases (G1, G2/M, S, S/G2, M/G1) so only two clusters could be inferred upon with any confidence.

We hypothesize that this is the reason why understating the value of s 2 is less serious than overstating it, at least for BayesA, as further indicated by our results, provided that the other hyperparameter v is inferred upon.

However, it should be quickly noted that we inferred upon the remaining hyperparameters, whereas Lehermeier et al. [ 32] arbitrarily fixed v = 4 in BayesA and BayesB and π = 0.8 in BayesB.

Perez and de los Campos [ 7] also discussed other strategies to specify or infer upon these hyperparameters.

The DHS regularly collects systematic household data considered representative and of good quality to generate information to infer upon national level social development and health parameters [ 9].

Note, for example, that the BayesD- π model strategy of Habier et al. [ 8], in which v is fixed while inferring upon s and π, might not be greatly different in its effect from fixing s and inferring upon v and π, as we did in our misspecification study.

Persistence of phase can be used to infer upon the history of a species and relatedness of breeds within that species as well as on reliability of across population GWA and GEVB prediction [ 14].

We surmised that, compared to the use of DFMH, there may be a number of MCMC strategies that could improve the computational efficiency of inferring upon key hyperparameters in a BayesA or BayesB WGP model.