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Given a candidate network produced in the aforementioned space exploration, we further evaluated if the model explains the observed experimental data well by calculating the term p(D| M) in Equation (4).
Using the variance components estimated with the linear mixed-effect model built for each of the 17, 329 probe sets, we determined for each probe set p the intraclass correlation coefficient among expression measures within a subject over time by calculating the term, with the variance computed between subjects, and the within-subject variance.
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In calculating the terms in the expansion, the Monte Carlo integration method is used [ 14].
If α is set to zero, we do not have any penalization and P g) is estimated by its relative frequency on D T, i.e., by calculating the terms.
Then the mismatch estimator calculates the term using the estimated and the results of the accumulators.
Calculate the term frequency for each term (x_i) in the text t: (tf(x_i,t)).
Now we calculate the term 4 s Δ s a 2 − s 2. Denote a ∗ = s ( p 0, p ∗ ).
Next we calculate the term 4 s Δ s a 2 − s 2. Denote a ∗ = s ( p 0, p ∗ ).
We now proceed to calculate the term of (20) by expanding to a power series the term and then taking the exponent of the series.
Step 7: Calculate the term ξ(p) that measures the residual multi-user and the inter-stream interference for the p th iteration defined as ξ ( p ) = off D ( p ) T Re H F ( p ) F 2, (34).
Step 5: Calculate the term ξ m ( p ) for the m th cell that measures the residual multi-user and the inter-stream interference for the p th iteration.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com