publication . Other literature type . Article . 2019

THE INFLUENCE OF LAG-1 AUTOCORRELATION ON THE MK TEST AND APPLICATION IN THE CHANGE-POINT ANALYSIS OF FLOOD DATA.

Wang, Jian;
Open Access
  • Published: 01 Jul 2019
  • Publisher: Zenodo
Abstract
In this paper, the effects of the AR(1) process with the different lag-1 serial correlation coefficients and different sample sizes on the Mann-Kendall test were analyzed by Monte Carlo simulation. Then, using pre-whitening method, we modify the primary data and eliminate the influence of lag-1 serial correlation on the MK Mutation Test. Finally, based on the flood data from 1949 to 2008 in Zibo, China, the change point and the trend of the flood data were analyzed and the results between the revised and the original method were compared and discussed.
Subjects
free text keywords: Mann-Kendall test; Monte Carlo simulation; AR(1) process; Change-point analysis.
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Other literature type . 2019
Provider: Datacite
ZENODO
Article . 2019
Provider: ZENODO
Zenodo
Other literature type . 2019
Provider: Datacite
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publication . Other literature type . Article . 2019

THE INFLUENCE OF LAG-1 AUTOCORRELATION ON THE MK TEST AND APPLICATION IN THE CHANGE-POINT ANALYSIS OF FLOOD DATA.

Wang, Jian;