Sentence examples for integrated time series from inspiring English sources
Our new tests are wild bootstrap implementations of score-based tests for the order of integration of a fractionally integrated time series.
In this paper, three time series analysis methods, Holt Winters (HW), integrated time series (ITS), and seasonal autoregressive integrated moving average (SARIMA), are explored to simulate the groundwater level in a coastal aquifer, China.
The latest ITRS realization is the ITRF2005, which has integrated time series of station positions to form long-term solutions for the four space geodetic techniques.
Through decomposition procedures of groundwater level series in "Integrated time series model," the predicted groundwater table can be obtained by adding the three components; Fig. 7 demonstrates that the groundwater table shows an increasing trend year by year.
The choice of the order of integration (D, d) parameters is based on the plot of integrated time series and based on comparison of their standard deviation; the series having the more stabilized mean is selected.
Visual inspection of the individual integrated time series of (J beta )) for satellite Alpha and Bravo (top panel) shows high correlation between the two satellites.
Our approach offers advantages: (1) it can identify complex associations of temporal trends in gene expression, an important step towards understanding the complex mechanisms governing cellular systems; (2) it is capable of integrating time-series data with different time scales and intervals; and (3) it yields results that are robust against outliers.
For this reason, we decided to integrate time-series and steady-state gene expression in two stages.
DREM integrates time-series gene expression data with static transcription factor (TF gene interaction data to reconstruct these dynamic networks.
AdaM integrates time-series transcriptomics data with flux-based bilevel optimization to extract minimal operating networks from a given large-scale metabolic model.
DREM integrates time-series gene expression data and protein-DNA binding data to build a global temporal map, in order to uncover transcriptional regulatory events leading to the observed temporal expression patterns and the underlying factors that control these events during a cell's response to stimuli.
