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Block bootstrap for Mann–Kendall trend test of serially dependent data
Hydrological Processes, 2012AbstractMann–Kendall (MK) test for trend detection must be modified when the data are serially correlated, to prevent the detection of false trends. Various approaches are developed for this purpose, such as prewhitening, trend‐free prewhitening, variance correction and block bootstrap. Each method has its own Type I and Type II errors.
Bihrat Önöz, Mehmetcik Bayazit
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Multiple Şen-innovative trend analyses and partial Mann-Kendall test
Journal of Hydrology, 2018Abstract The climate change is an important event that affects hydrological, agricultural and water resources planning variables, and therefore, the hydrologists and meteorologists frequently try to identify trend possibilities especially in rainfall, runoff and temperature time series.
Yavuz Selim Güçlü
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Exact distribution of the Mann–Kendall trend test statistic for persistent data
Journal of Hydrology, 2009The distribution-free Mann-Kendall test is widely used for the assessment of significance of trends in many hydrologic and climatic time series. Previous studies have suggested both exact and approximate formulas for the calculation of the variance of the test statistic when the data are serially correlated.
Khaled H Hamed
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On the effectiveness of Mann-Kendall test for detection of software aging
2013 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), 2013Software aging (i.e. progressive performance degradation of long-running software systems) is difficult to detect due to the long latency until it manifests during program execution. Fast and accurate detection of aging is important for eliminating the underlying defects already during software development and testing.
Fumio Machida +3 more
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A Pilot Protection Scheme of Hybrid DC Line based on Mann-Kendall Test
2020 IEEE Sustainable Power and Energy Conference (iSPEC), 2020The hybrid DC transmission system combines the advantages of traditional HVDC and flexible DC transmission systems, which is an inevitable trend in the development of DC systems. Aiming at the problem that traditional DC pilot differential protection is susceptible to distributed line capacitance, a hybrid DC line pilot protection method based on Mann ...
Yuchen Yang +4 more
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Mann-Kendall test with missing data
2009Summary: The Mann-Kendall test [see \textit{H. B. Mann}, Econometrika 13, 245--259 (1945; Zbl 0063.03770)] for testing a time trend monotone in the variable is written as a \(U\)-statistic whose kernel is modified to take into account the missing data.
Ghariani, C., Molinari, Nicolas
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Improved Seasonal Mann–Kendall Tests for Trend Analysis in Water Resources Time Series
2016Nonparametric statistical procedures are commonly used in analyzing for trend in water resources time series (Chapter 23, Hipel and McLeod in Time series modelling of water resources and environmental systems. Elsevier, New York, 2005 [10]). One popular procedure is the seasonal Mann–Kendall tau test for detecting monotonic trend in seasonal time ...
Y. Zhang, P. Cabilio, K. Nadeem
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An Online Trend Detection Strategy for Twitter Using Mann–Kendall Non-parametric Test
2017Twitter is one of the most popular online social networking and micro-blogging service that enables its users to post and share text-based messages called Tweets. The data generated daily in terms of tweets are enormous and represents a rich source of information.
Sourav Malakar +2 more
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Rainfall Trend Analysis by Mann-Kendall Test: A Case Study of Andong Dam Basin
Crisis and Emergency Management: Theory and Praxis, 2020Rainfall has become a primary concern for flood control and effective water resources management. It is predicted that the reduction of available water resources due to climate change will exert a severe influence on human life. This study conducted a trend analysis on the annual rainfall, monthly rainfall, and monthly maximum rainfall at Andong Dam ...
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Rainfall trend analysis using Mann-Kendall and Sen’s slope estimator test
"Scientific Bulletin of Politehnica University of Timişoara Transactions on HYDROTECHNICS"This study aims to analyze trends, being a very useful analytical tool for managing water resources. The Mann-Kendall test is frequently used by researchers to determine trends in temperature, evapotranspiration, and precipitation on monthly, seasonal, and annual scales. The purpose of this study is to analyze the rainfall trends in the Petrosani area,
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