Sentence examples for values in the prior from inspiring English sources

We simulated 6×104 data sets drawing the parameter values in the prior set 1 (Table S2), except the admixture rate (ar) which was drawn in a discrete {0, 0.1,..,1.0} distribution instead of a uniform [0.1 0.9] distribution.

Pairs of genes without prior information have zero values in the prior matrix.

The values in the prior matrices needed to be discretized to differentiate links from non-links.

Only six strains have more than 1% missing values in the MDA genotypes, whereas only three strains have less than 1% missing values in the Prior genotypes.

Models BIR1 and BIR2, which explicitly considered the decay of the singular values in the prior distribution, in general had greater average correlations and lower average PMSE, indicating better prediction ability than BRR, BIRR, and BAI.

If the value increases from one column index to the next, the value in the prior column is replaced with a "1", otherwise it becomes a "0" as in the following equation: (8).

The presence of each PRIS clinical manifestation predefined by specific clinical and laboratory values was based on the worst value for each value in the prior 24 hours.

If laboratory information was not available in the 30-day interval, the most recent value in the prior 90 days was documented.

50,000 simulations were performed for each combination of parameter values used in the prior publication.

Sixteen patients had a troponin value measured in the prior two months, with only 5 patients showing any elevation, but all returned to within 'normal-range' by study initiation.

Within a Bayesian framework, Knapick et al. (2012) proposed a solution by using the singular value decomposition of T such that the decay of singular values is mimicked in the prior distribution of θ.