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where denoThe the motinitialse and the length of the measurement information
The conditional posterior probability p(x t |yt−1) is recursively calculated from the prior and likelihood probabilities from an initial state distribution p x0).
GEO-mixtureBayesian test (G MixBayes) (6) σMixPos,i is the posteior variance for the i -th gene, calculated from the prior variance σMixture,i and the data variance σ i in the Bayesian framework.
GEO-mixtureBayesian test (GMixBayes) (6) σMixPos,i is the posteior variance for the i-th gene, calculated from the prior variance σMixture,i and the data variance σ i in the Bayesian framework.
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The mean carbon atom percent enrichment for the 7% labeled protein was calculated from the MS data prior to generation of the simulated peptide mass distributions (Table S-9, Supporting Information), and the labeling in fed glucose was verified using NMR (Table S-1, Supporting Information).
Once the empirical covariance matrix S is calculated from the expression data and the prior information matrix P retrieved from the prior network, we estimate the true network using glasso and wglasso.
The average baseline was calculated from the last three samples prior to peanut butter exposure.
The free-running period for each animal was calculated from the days under DD prior to the light-pulse treatment.
Finally, we compare the corrected heterozygosity with the "true" heterozygosity calculated from the true genotype data prior to allelic dropout.
It has been calculated from the general birth rate (prior to neonatal screening for phenylketonuria), together with the known incidence rate for phenylketonuria, that there are about 2000 people with untreated phenylketonuria still alive in the UK, assuming a life expectancy of 65 years.
The reduction of area is calculated from the diameter of a wire prior to tensile testing, and the diameter at the most constricted point after tensile testing is complete.
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