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 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>.

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Package
modifiedmk
Title
Modified Versions of Mann Kendall and Spearman's Rho Trend Tests
Version
1.2.0
Description
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 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).. Kendall, M. (1975). Multivariate analysis. Charles Griffin&Company Ltd,. sen, P. K. (1968).. Önöz, B., & Bayazit, M. (2012) . Hamed, K. H. (2009).. Yue, S., & Wang, C. Y. (2002) . Yue, S., Pilon, P., Phinney, B., & Cavadias, G. (2002) . Hamed, K. H., & Ramachandra Rao, A. (1998) . Yue, S., & Wang, C. Y. (2004) .
Depends
R (>= 3.0.0)
Imports
boot
License
AGPL-3
Encoding
UTF-8
LazyData
true
VignetteBuilder
knitr
RoxygenNote
6.0.1
Suggests
testthat, knitr, rmarkdown,covr
NeedsCompilation
no
Packaged
2018-11-06 13:23:39 UTC; Deepu
Author
Sandeep Kumar Patakamuri [aut, cre], Nicole O'Brien [aut, ctb]
Maintainer
Sandeep Kumar Patakamuri
Repository
CRAN
Date/Publication
2018-11-06 15:10:06 UTC

install.packages('modifiedmk')

1.2.0

11 days ago

Sandeep Kumar Patakamuri

AGPL-3

Depends on

R (>= 3.0.0)

Imports

boot

Suggests

testthat, knitr, rmarkdown,covr

Discussions