Package: modifiedmk 1.6

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>.

Authors:Sandeep Kumar Patakamuri [aut, cre], Nicole O'Brien [aut, ctb]

modifiedmk_1.6.tar.gz
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modifiedmk.pdf |modifiedmk.html
modifiedmk/json (API)

# Install 'modifiedmk' in R:
install.packages('modifiedmk', repos = c('https://patakamuri.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/patakamuri/modifiedmk/issues

Datasets:
  • x - Annual flow of the Nile River

On CRAN:

Conda:

5.36 score 4 stars 1 packages 38 scripts 632 downloads 12 exports 1 dependencies

Last updated 4 years agofrom:c11daa37be. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winOKMar 05 2025
R-4.5-macOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-winOKMar 05 2025
R-4.4-macOKMar 05 2025
R-4.4-linuxOKMar 05 2025
R-4.3-winOKMar 05 2025
R-4.3-macOKMar 05 2025

Exports:bbsmkbbssrbcpwmkttestmmkhmmkh3lagmmkymmky1lagpbmkpwmkspeartfpwmk

Dependencies:boot

my-vignette

Rendered frommodifiedmk.Rmdusingknitr::rmarkdownon Mar 05 2025.

Last update: 2021-06-09
Started: 2021-06-09