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An increase in the extremely small n range should be within the tolerable error in an application of genome-wide association, as the contribution to the conditional entropy by such a minor allele would be suppressed by the weighting factor of the marginal probability that should be proportional to the number of corresponding samples.
The posterior "marginal" probability that δ j, β = 1 respecting to β j is calculated by (22) Pr (δ j, β = 1 | y, θ else ) = f (y | δ j, β = 1, θ else ) Pr (δ j, β = 1 ) ∑ δ j, β f (y | δ j, β, θ else ) Pr (δ j, β ), where θ else denotes other parameters besides δ j, β and β j.
This metric is the marginal probability that a satisfied user encounters frame drops or freezes in the next video segment.
Sensitivity is the marginal probability that a given test is positive in the Tumor group; similarly specificity is the marginal probability that a given test is negative for samples from the Normal group.
Finally, our model allows computing for each comparison the marginal probability that each gene set is active.
The representation is based on a threshold of 0.5 on the marginal probability that each location is a block boundary: MATILDE isolated plausible LD blocks when based on r, while the noise in | D'| results in a less appealing partition.
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k's joint probability must equal the product of k's marginal probabilities, that is, μk s-k) = μk s-k1) · … · μk(sk−1 jk−1) · μk(sk+1 jk+1) · … · μk(snjn) Brandenburger and Dekel (1987), Skyrms (1990), and Vanderschraaf (1995) all argue that the probabilistic independence requirement is not well-motivated, and do not include this requirement in their presentations of rationalizability.
We denote the probabilities of success for events A and B or equivalently, the marginal probabilities that Y i 1=1 and Y i 2=1 by p1+ and p+1, respectively.
Here, we are only interested in marginal probabilities that a protein is experimentally associated with a consistent subgraph T in the ontology.
Differently from other methods, it provides for each term a marginal posterior probability that reflects a measure of certainty in its involvement in the process.
The relation between the firing rate and an individual filter (i.e., the marginal spike probability that depends only on a single filter output) is distorted by the large number of spikes that are generated primarily by activation from neighboring stripes.
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Justyna Jupowicz-Kozak
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