modifiedmk: Modified Versions of Mann Kendall and Spearman's Rho Trend Tests

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>.

Version: 1.6
Depends: R (≥ 3.0.0)
Imports: boot
Suggests: testthat (≥ 3.0.0), knitr, markdown, rmarkdown, covr
Published: 2021-06-10
Author: Sandeep Kumar Patakamuri ORCID iD [aut, cre], Nicole O'Brien [aut, ctb]
Maintainer: Sandeep Kumar Patakamuri <sandeep.patakamuri at>
License: AGPL-3
NeedsCompilation: no
Materials: README
CRAN checks: modifiedmk results


Reference manual: modifiedmk.pdf
Vignettes: my-vignette
Package source: modifiedmk_1.6.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): modifiedmk_1.6.tgz, r-release (x86_64): modifiedmk_1.6.tgz, r-oldrel: modifiedmk_1.6.tgz
Old sources: modifiedmk archive


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