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However, the approach is most informative when both the motif co-occurrence and time series information are combined in that we are able to identify strong correlations in promoter structure together with temporal separation of profiles between clusters.
Participants are given time series information and model forecasts, along with (i) best-case, (ii) worst-case, (iii) both, or (iv) no scenarios.
We assemble a unique matched database comprising bank-level information, ownership information, and time series information of legal changes for these countries.
Outliers are located relative to the time series of land surface reflectance by smoothing time series information using minimum and median filters which are then used in multi-temporal image differencing.
The information richness and widespread utility of these time series data have created a need to maintain the currency of time series information via the addition of new data, as it becomes available.
The resulting time series information was processed utilizing the method of time domain decomposition formulated for strain data input and the introduction of modal assurance criterion to resolve the modal strain information that included frequency, mode shape, and critical damping ratio information.
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To calculate it you need (1) consistent time series data, (2) information on the initial stock and (3) information on the depreciation rate.
The time-frequency spectrogram forms the basis for the automated ULF wave detection and is used along with statistics derived from the time series data which convey information about the nature of the signal (e.g., amplitude of the filtered time series, spectral peak as well as frequency and wavelet power it corresponds, first derivative of the wavelet power).
In contrast to protein protein interactions, time series data can provide information on the directionality of regulatory relationships.
Compilation eliminates redundancy in the time series data by deleting information for time points where no change was detected as compared to the previous measurement.
Although the techniques of Granger causality are based on time series data, additional useful information can be revealed when the analysis is performed in the frequency domain [ 14, 18, 26, 27].
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