Modified Versions of Mann Kendall and Spearman's Rho Trend Tests
Nonparametric Block Bootstrapped Mann-Kendall Trend Test
Nonparametric Block Bootstrapped Spearman's Rank Correlation Trend Tes...
Hamed (2009) Bias Corrected Prewhitening.
Mann-Kendall Trend Test of Time Series Data Without Modifications
Modified Mann-Kendall Test For Serially Correlated Data Using the Hame...
Modified Mann-Kendall Test For Serially Correlated Data Using the Hame...
Modified Mann-Kendall Test For Serially Correlated Data Using the Yue ...
Modified Mann-Kendall Test For Serially Correlated Data Using the Yue ...
Bootstrapped Mann-Kendall Trend Test with Optional Bias Corrected Prew...
Mann-Kendall Test of Prewhitened Time Series Data in Presence of Seria...
Spearman's Rank Correlation Test
Mann-Kendall Trend Test Applied to Trend-Free Prewhitened Time Series ...
Power of non-parametric Mann-Kendall test and Spearman’s Rho test is highly influenced by serially correlated data. To address this issue, trend tests may be applied on the modified versions of the time series data by Block Bootstrapping (BBS), Prewhitening (PW) , Trend Free Prewhitening (TFPW), Bias Corrected Prewhitening and Variance Correction Approach by calculating effective sample size. Mann, H. B. (1945).<doi:10.1017/CBO9781107415324.004>. Kendall, M. (1975). Multivariate analysis. Charles Griffin&Company Ltd,. sen, P. K. (1968).<doi:10.2307/2285891>. Önöz, B., & Bayazit, M. (2012) <doi:10.1002/hyp.8438>. Hamed, K. H. (2009).<doi:10.1016/j.jhydrol.2009.01.040>. Yue, S., & Wang, C. Y. (2002) <doi:10.1029/2001WR000861>. Yue, S., Pilon, P., Phinney, B., & Cavadias, G. (2002) <doi:10.1002/hyp.1095>. Hamed, K. H., & Ramachandra Rao, A. (1998) <doi:10.1016/S0022-1694(97)00125-X>. Yue, S., & Wang, C. Y. (2004) <doi:10.1023/B:WARM.0000043140.61082.60>.