Modified Versions of Mann Kendall and Spearman's Rho Trend Tests
Overview
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.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
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- 13
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- Exported functions with examples
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- Documented parameters
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- Return-value docs
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Package metadata
- First published
- 2017-10-19
- Total releases
- 10 / 9 yrs
- License
- AGPL-3 OSI
- Minimum R
- ≥ 3.0.0
- Bundled data
- 0.3 KB / 1 file
- Download size
- 23 KB
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