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In the GSTA method, trend vectors opposite to the fluvial downcurrent direction are produced by the lower sorting values in the river mouth (Figs. 7 and 12).
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Findings from the three complementary statistical methods (trend analysis, decomposition analysis and fixed effect regression models) are consistent.
From the start of their use for textile dyeing via conventional methods to innovative and advanced methods trending in recent times, natural colorants are gaining their space in textile coloration and functionalization.
This study uses three complementary methods: trends analysis, decomposition and longitudinal multivariate models (fixed effect regression models).
However, with a centralized organization that collects data by standardized methods, trends and regional variation may be analyzed in relative terms.
The time series analysis was done by the best adjusted method (linear trend), choosing the minimum mean square error and minimum interval residuals as appropriate test for trend assumption.
Various optional methods, such as time series method and trend extrapolation method, can be qualified for this work.
Maurya et al. [31] also proposed an interval-halving method for trend extraction and a fuzzy matching based method for similarity estimation and inferences.
This paper mainly investigated the performances between the Mann Kendall (MK) test and the empirical mode decomposition (EMD) method for trend identification of series.
After adding the three missing studies by utilizing the "trim-and-fill" method, a trend of reduced 2-year OS was observed (83%; 95% CI, 77 89).
The reliability of indicators was supported using test/retest methods and time trend methods.
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