Journal ArticleDOI
Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series
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TLDR
In this article, the power of the Mann-Kendall test and Spearman's rho test for detecting monotonic trends in time series data is investigated by Monte Carlo simulation.About:
This article is published in Journal of Hydrology.The article was published on 2002-03-01. It has received 1642 citations till now. The article focuses on the topics: Sample size determination & Trend analysis.read more
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Trend detection in hydrologic data: The Mann–Kendall trend test under the scaling hypothesis
TL;DR: In this article, the Mann-Kendall test is modified to account for the effect of scaling in hydrologic data, and the results show a considerable reduction in the number of stations with significant trends when the effects of scaling are taken into account.
Journal ArticleDOI
The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series
Sheng Yue,ChunYuan Wang +1 more
TL;DR: In this paper, effective sample size (ESS) has been proposed to modify the nonparametric Mann-Kendall (MK) statistical test to assess the significance of trend in hydrological time series.
Journal ArticleDOI
Innovative Trend Analysis Methodology
TL;DR: In this paper, the authors presented a new methodology on the basis of subsection time series plots derived from a given time series on a Cartesian coordinate system, in which trend free time series subsections appear along the 45° straightline.
Journal ArticleDOI
Canadian streamflow trend detection: impacts of serial and cross-correlation
Sheng Yue,Paul Pilon,Bob Phinney +2 more
TL;DR: In this paper, a trend-free pre-whitening (TFPW) procedure was proposed to remove serial correlation from time series, and hence to eliminate the effect of serial correlation on the nonparametric Mann-Kendall (MK) test.
Journal ArticleDOI
Rainfall trends in arid and semi-arid regions of Iran
TL;DR: In this paper, the authors analyzed time series of annual rainfall, number of rainy-days per year and monthly rainfall of 20 stations to assess climate variability in arid and semi-arid regions of Iran.
References
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Estimates of the Regression Coefficient Based on Kendall's Tau
TL;DR: In this article, a simple and robust estimator of regression coefficient β based on Kendall's rank correlation tau is studied, where the point estimator is the median of the set of slopes (Yj - Yi )/(tj-ti ) joining pairs of points with ti ≠ ti.
Book
Applied nonparametric statistics
TL;DR: In this paper, applied nonparametric statistics are applied to the problem of applied non-parametric statistical data collection in the context of the application of applied NN statistics, including:
Book
Applied nonparametric statistics
TL;DR: In this article, applied nonparametric statistics are applied to the problem of applied non-parametric statistical data collection in the context of the application of applied NN statistics, including: