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We compute the emission probability segment by segment.
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Allowing the HMM in cloneHD to make state transitions only at sites with nonnegligible posterior jump probability effectively segments the read-depth data into blocks that are still probabilistically connected.
We consider the number of segments and the probability that shared segments reach chromosome ends would depend little or not at all on the mapping function.
In this case, the first order inclusion probabilities of segments and pixels are n/N and m/M, respectively, as is the case in SRSWOR, while those of the second order are 0 if two segments or pixels belong to the same block and are n 2/N 2 or m 2/M 2 otherwise.
Note that we put transition probabilities between segments, instead of between each data point as in the traditional HMM.
The fundamental quantity to be calculated in mean-field studies is the polymer segment probability distribution function, q r, s), representing the probability of finding segment s at position r.
The latter is an index of the probability of a segment occurring in combination with one or two other segments in the sequential arrangement in the word.
The allele frequencies of SNPs contain information on the probability that chromosome segments are IBD because segments that share a rare allele are more likely to be IBD than segments that share a common allele.
Color gradient on faults refers to probability that fault segment will rupture, while percentages in bold refer to rupture probabilities for each fault as a whole.
This new hypothesised conditional approach aimed to find the probability of the segment generating tractor-trailer trips using the binary logit model and the generated trips given that the sites produced tractor-trailer trips using the regression technique.
Such technique guarantees that the outage probability of each segment maintains the preset value while achieving a correlated sampling.
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