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There are many possibilities but very few probabilities at present.
An HMM requires the knowledge of a few probabilities before it can be run on any data.
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To circumvent the difficulty of documenting the frequencies of all 3 D configurations, iASeq employs a technique that can describe the major correlation patterns in the data using a few probability vectors whose values vary from 0 to 1 rather than being dichotomous (i.e., 0 or 1).
Differences exist among the Kaplan-Meir survival curves for each pen with pen number 2 & 5 (open), and 6 & 8 (close) having fewer probabilities of survivors towards the end of the curve.
In addition to the tabulated conditional probability values, a few conditional probability curves are plotted in Fig. 4 to examine the long-term seismicity of the study region.
Due to limited publications in this area, only a few transition probabilities were found in the published data; see Table 1.
Few appreciate that probabilities of independent events must be multiplied not added.
All clades are well resolved and, with few exceptions, posterior probabilities are higher or equal to 0.99.
We have forecast, to pick just a few examples, the probability that Angela Merkel would win reëlection in Germany, the probability that Bashar al-Assad would fall in Syria, and the probability that the Afghan government would resume peace talks with the Taliban.
Furthermore, if relative quiescence lasts for a sufficiently long time (more than a few months), the probability of another earthquake of similar magnitude will increase to about three times the probability gain within 6 years in the vicinity of the aftershock area (within 200 km distance).
In basal conditions only those Ags with an abundance greater than a* (red line) can induce an auto-reactive response (natural autoimmunity), of which there are only a few and their probability of being detected is very low.
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CEO of Professional Science Editing for Scientists @ prosciediting.com