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Our simulation results showed that more than one Bayesian network generated for the ROS pathway shared the same top posterior probability score.
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Each subcolumn consists of a raster plot of spiking activity of the place cells (top, left), the corresponding firing rates (top, right), the posterior probability of decoded paths (middle), and predicted trial types (bottom) for representative candidate replays during periods of immobility.
Tables 6 and 7 show the posterior probability of the top MB's mode given the current MB's mode.
In addition to providing the posterior probability of the top rearrangement candidate, SoDA2 also provides the user with an option to see all rearrangements with sufficiently high posterior probabilities, thus giving the user a statistically complete picture of the observed sequence's origins.
Therefore, a consensus network was derived using the 33 top networks that shared the best identical posterior probability.
No single species tree topology carried a posterior probability >0.016, with the top 19 topologies (out of 2963 recovered) accounting for the first 10% of the cumulative posterior distribution.
Additionally, Table 4 displays the posterior probability of each of the top four results, the shortest path of nodes from the query to the output sounds, and whether or not the output sound is relevant.
We extracted as high-confidence target sites the top 1000 sites in the order of their posterior probability of being under functional selection.
The top SNP from [ 3] (rs2076112) has a Bayesian posterior probability which ranks it as the 20th most important SNP of the 41 SNPs passing the MAGWAS filter.
We ranked the models by mean logarithm of posterior probability and conducted postprocessing analyses on the top 10 models runs.
Note that because the top and middle panels represent binary choices, every increase in the posterior probability of one alternative is mirrored as a decrease in the posterior probability of the other alternative.
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CEO of Professional Science Editing for Scientists @ prosciediting.com