3365112
doi
10.5281/zenodo.3365112
oai:zenodo.org:3365112
THE INFLUENCE OF LAG-1 AUTOCORRELATION ON THE MK TEST AND APPLICATION IN THE CHANGE-POINT ANALYSIS OF FLOOD DATA.
Jian Wang and Qiuli Dong.
School of Mathematics and Statistics,Shandong University of Technology.
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Mann-Kendall test; Monte Carlo simulation; AR(1) process; Change-point analysis.
<p>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.</p>
Zenodo
2019-07-01
info:eu-repo/semantics/article
3365111
1579524918.335894
499529
md5:a987f4b3ba3988fa51d925b24823801e
https://zenodo.org/records/3365112/files/16.pdf
public
10.5281/zenodo.3365111
isVersionOf
doi