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However, for truncated, noisy time series with background trends this unique mapping breaks down and the question reduces to an inference problem of identifying the most probable frequencies.
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Since the ω values are sampled over the frequency domain of interest with a chosen interval, the most probable frequency from this set may have a close neighbour with even higher probability, but which fell between sampling points.
The horizontal axis gives the leprosy frequency and the vertical axis the lack of fit to the most probable frequency.
The aim is to infer the most probable frequency (or frequencies), ω, from the given data.
In order to evaluate their most probable origins, haplogroup frequency distribution patterns should be contrasted with the distribution of their respective variances.
For relatively larger subgraphs (k ≥ 15), frequency of the most probable subgraph was just above the frequency of the implanted ones.
Host extinction was most probable when we assumed frequency dependent transmission (47% of runs went extinct within 200 years, with the majority of remaining runs on a trajectory for host extinction as well; Figure 6).
As most probable subgraphs have large frequency values (elaborated in Section 4), they serve as good seeds for the greedy technique.
Most probable geographic origins and their frequencies in the regions analyzed.
Partial or total tube occlusion is the most probable adverse effect, and its frequency is significantly different in patients submitted to HME and HH [ 14, 22, 23, 26].
Our experiments comprehensively demonstrate that most probable subgraphs often have very large frequency values as well.
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