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In the new algorithm, breeding values of all individuals (conditional on covariance components and liabilities) are sampled as in a standard animal model.
We present a Monte Carlo Markov Chain method to compute IBD probabilities between individuals conditional on DNA markers and on pedigree information.
The model estimates the increase or decrease in class probabilities for individuals conditional on the respective concomitant variables values, contributing to an increase in the discrimination and to a decrease in the number of false-negatives and false-positives.
To address point (iii), we have now tested whether ASE is more likely to be detected for sites with more heterozygous individuals, conditional on total read depth (overall, number of hets and total read depth are correlated: r = 0.266, p < 10-100).
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Posterior probabilities of all possible haplotypes for an individual, conditional on the observed genotypes, were estimated using an expectation-maximization (EM) algorithm implemented in the Haplo.Stats package [31], using the default setting for batch size, maximum number of iterations and convergence criteria.
Specifically, we wish to predict disease risk for the index individual, conditional on a) their multilocus genotype at V known disease variants, b) their affected sibling's disease state and c) additionally including the affected sibling's multilocus genotype.
The second part is a GLM with a Gamma distribution, describing the distribution of health care costs for individual i, conditional on the fact that individual i uses health care in year t.
Participants in generalized exchange systems are not in a position to make individual rewards conditional on giving behaviour.
(From dependencies to distributions) Single dependencies of a random variable Y on X are modeled as individual conditional probability p(x|y) and p(x|¬y).
We assume individuals are unrelated, and, thus, conditional on ξ individuals are independent, so we may compute each individual in turn.
Values along edges denote individual conditional probability fragments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com