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While our finally proposed measure ReTSP-Trend overcomes this defect, taking into consideration the trend of time series and the direction of forecasting error.
The linear trend of time series and temporally band-pass filtering (0.01 0.08 Hz) were removed.
It means the growth trend of time consumption with various rates is different as the size of window increases.
Hence, to describe a trend of time series, Mann Kendall trend test was used to see whether there is a decreasing or increasing trend.
The inclination angle had a clear physical meaning, which could reflect the local changing trend of time series, and it reduced much calculation.
Mann-Kendall test method or nonparametric test method can reveal the changing trend of time series; the method does not require samples to follow a specific distribution and cannot be affected by a few abnormal values.
Similar(49)
The trend of time-sensitive national crackdowns has increased in the past four years, Deibert says.
The pressure field also shows similar trend of time-dependent variations, whereas the temperature does not change as much as other variables, implying that it needs much longer time to adjust itself to a new operating condition.
The following formula was used to describe the trend of time-dependent fluorescence.
But with the growing trend of time-shifted TV viewing and two-screen behavior, advertisers need to think differently.
This result implies that the future economic structure of Chicago area would contribute to an increase in CO emissions by 2050 in spite of the declining trend of time-varying EMI.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com